IEEE Healthcare And Clinical AI Projects - IEEE Domain Overview
Healthcare and clinical AI focuses on applying data driven intelligence to support diagnosis, prognosis, treatment planning, and operational decision making in clinical environments. IEEE research frames this industry as a high impact domain where predictive accuracy, robustness, and interpretability are critical due to patient safety, ethical constraints, and regulatory sensitivity.
In Healthcare And Clinical AI Projects For Final Year, IEEE aligned studies emphasize evaluation driven modeling pipelines that analyze clinical data, patient outcomes, and diagnostic reliability using standardized benchmarks, temporal validation, and reproducible experimental protocols.
Healthcare And Clinical AI Projects For Final Year - IEEE 2026 Titles
Wisen Code:MAC-25-0069 Published on: Nov 2025
Base Paper Title:
Toward Practical Wrist BCIs: Multi-Class EEG Classification of Actual and Imagined Movements
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Robotics
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0210 Published on: Nov 2025
Base Paper Title:
Modeling the Role of the Alpha Rhythm in Attentional Processing during Distractor Suppression
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0322 Published on: Nov 2025
Base Paper Title:
Explainable AI for Brain Tumor Classification Using Cross-Gated Multi-Path Attention Fusion and Gate-Consistency Loss
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0321 Published on: Nov 2025
Base Paper Title:
Enhancing Kidney Tumor Segmentation in MRI Using Multi-Modal Medical Images With Transformers
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:DLP-25-0108 Published on: Oct 2025
Base Paper Title:
Can We Trust AI With Our Ears? A Cross-Domain Comparative Analysis of Explainability in Audio Intelligence
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Social Media & Communication Platforms, Healthcare & Clinical AI, Smart Cities & Infrastructure
Applications: Decision Support Systems, Surveillance
Algorithms: CNN, Deep Neural Networks
Wisen Code:IMP-25-0276 Published on: Oct 2025
Base Paper Title:
Automated Classification of User Exercise Poses in Virtual Reality Using Machine Learning-Based Human Pose Estimation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Pose Estimation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0289 Published on: Oct 2025
Base Paper Title:
2.5D-UNet-HC: 2.5D-UNet Based on Hybrid Convolution for Prostate Ultrasound Image Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0157 Published on: Oct 2025
Base Paper Title:
Transformer-Based DME Classification Using Retinal OCT Images Without Data Augmentation: An Evaluation of ViT-B16 and ViT-B32 With Optimizer Impact
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning, Vision Transformer
Wisen Code:DLP-25-0081 Published on: Oct 2025
Base Paper Title:
An Explainable AI Framework Integrating Variational Sparse Autoencoder and Random Forest for EEG-Based Epilepsy Detection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms, Variational Autoencoders, Autoencoders
Wisen Code:IMP-25-0209 Published on: Oct 2025
Base Paper Title:
Automatic Explainable Segmentation of Abdominal Aortic Aneurysm From Computed Tomography Angiography
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Ensemble Learning
Wisen Code:DAS-25-0020 Published on: Oct 2025
Base Paper Title:
Multimodal Outlier Optimizer for Textual, Numeric, and Image Data
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Visual Anomaly Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Telecommunications
Applications: Remote Sensing, Surveillance, Anomaly Detection
Algorithms: Classical ML Algorithms, Statistical Algorithms
Wisen Code:IMP-25-0115 Published on: Oct 2025
Base Paper Title:
GA-UNet: Genetic Algorithm-Optimized Lightweight U-Net Architecture for Multi-Sequence Brain Tumor MRI Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN
Wisen Code:DLP-25-0167 Published on: Oct 2025
Base Paper Title:
Adaptive Buffering Strategies for Incremental Learning Under Concept Drift in Lifestyle Disease Modeling
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems, Anomaly Detection
Algorithms: RNN/LSTM, Deep Neural Networks
Wisen Code:DLP-25-0047 Published on: Oct 2025
Base Paper Title:
CathepsinDL: Deep Learning-Driven Model for Cathepsin Inhibitor Screening and Drug Target Identification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Drug Discovery
Algorithms: CNN
Wisen Code:BIG-25-0014 Published on: Oct 2025
Base Paper Title:
A Scalable Framework for Big Data Analytics in Psychological Research: Leveraging Distributed Systems and Cluster Management
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:AND-25-0013 Published on: Oct 2025
Base Paper Title:
XAI-SkinCADx: A Six-Stage Explainable Deep Ensemble Framework for Skin Cancer Diagnosis and Risk-Based Clinical Recommendations
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Recommendation Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Residual Network, Ensemble Learning, Deep Neural Networks
Wisen Code:IMP-25-0197 Published on: Sept 2025
Base Paper Title:
Encouraging Discriminative Attention Through Contrastive Explainability Learning for Lung Cancer Diagnosis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Anomaly Detection
Algorithms: CNN
Wisen Code:DAS-25-0006 Published on: Sept 2025
Base Paper Title:
ECG Heartbeat Classification Using CNN Autoencoder Feature Extraction and Attention-Augmented BiLSTM Classifier
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: RNN/LSTM, CNN, Autoencoders
Wisen Code:DLP-25-0092 Published on: Sept 2025
Base Paper Title:
AI-Based Detection of Coronary Artery Occlusion Using Acoustic Biomarkers Before and After Stent Placement
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Anomaly Detection
Algorithms: Statistical Algorithms
Wisen Code:GAI-25-0013 Published on: Sept 2025
Base Paper Title:
A Dual-Stage Framework for Behavior-Enhanced Automated Code Generation in Industrial-Scale Meta-Models
Data Type: Text Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Automotive
Applications: Code Generation
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DLP-25-0140 Published on: Sept 2025
Base Paper Title:
OAS-XGB: An OptiFlect Adaptive Search Optimization Framework Using XGBoost to Predict Length of Stay for CAD Patients
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics
Algorithms: Variational Autoencoders, Ensemble Learning
Wisen Code:DLP-25-0193 Published on: Sept 2025
Base Paper Title:
Evaluating Time-Series Deep Learning Models for Accurate and Efficient Reconstruction of Clinical 12-Lead ECG Signals
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM
Wisen Code:AND-25-0015 Published on: Sept 2025
Base Paper Title:
Indoor Localization Using Smartphone Magnetic Sensor Data: A Bi-LSTM Neural Network Approach
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Smart Cities & Infrastructure
Applications: Surveillance, Wireless Communication
Algorithms: RNN/LSTM, Deep Neural Networks
Wisen Code:IMP-25-0312 Published on: Sept 2025
Base Paper Title:
Anomaly Detection and Segmentation in Carotid Ultrasound Images Using Hybrid Stable AnoGAN
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: GAN, CNN, Variational Autoencoders, Autoencoders, Residual Network
Wisen Code:IMP-25-0316
Published on: Sept 2025
Published on: Sept 2025Base Paper Title:
Enhanced Lesion Localization and Classification in Ocular Tumor Detection Using Grad-CAM and Transfer Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning, Residual Network
Wisen Code:DLP-25-0101 Published on: Sept 2025
Base Paper Title:
Optimized Kolmogorov–Arnold Networks-Driven Chronic Obstructive Pulmonary Disease Detection Model
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0112 Published on: Sept 2025
Base Paper Title:
Retinal Fusion Network with Contrastive Learning for Imbalanced Multi-Class Retinal Disease Recognition in FFA
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: CNN
Wisen Code:DLP-25-0170 Published on: Sept 2025
Base Paper Title:
E-DANN: An Enhanced Domain Adaptation Network for Audio-EEG Feature Decoupling in Explainable Depression Recognition
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Deep Neural Networks
Wisen Code:DLP-25-0021 Published on: Sept 2025
Base Paper Title:
EEG-Based Prognostic Prediction in Moderate Traumatic Brain Injury: A Hybrid BiLSTM-AdaBoost Approach
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM, Ensemble Learning
Wisen Code:IMP-25-0110 Published on: Sept 2025
Base Paper Title:
Improving Medical X-Ray Imaging Diagnosis With Attention Mechanisms and Robust Transfer Learning Techniques
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0037 Published on: Sept 2025
Base Paper Title:
HMSA-Net: A Hierarchical Multi-Scale Attention Network for Brain Tumor Segmentation From Multi-Modal MRI
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Residual Network, Ensemble Learning
Wisen Code:DLP-25-0010 Published on: Sept 2025
Base Paper Title:
Hand Signs Recognition by Deep Muscle Impedimetric Measurements
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0160 Published on: Sept 2025
Base Paper Title:
Adjusted Exponential Scaling: An Innovative Approach for Combining Diverse Multiclass Classifications
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: CNN, Residual Network, Ensemble Learning, Deep Neural Networks
Wisen Code:DLP-25-0141 Published on: Sept 2025
Base Paper Title:
A Novel Transformer-CNN Hybrid Deep Learning Architecture for Robust Broad-Coverage Diagnosis of Eye Diseases on Color Fundus Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:DLP-25-0049 Published on: Sept 2025
Base Paper Title:
KAleep-Net: A Kolmogorov-Arnold Flash Attention Network for Sleep Stage Classification Using Single-Channel EEG With Explainability
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM, CNN
Wisen Code:DLP-25-0171 Published on: Sept 2025
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: RNN/LSTM, CNN, Ensemble Learning, Deep Neural Networks
Wisen Code:DLP-25-0188 Published on: Sept 2025
Base Paper Title:
Rethinking Multimodality: Optimizing Multimodal Deep Learning for Biomedical Signal Classification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Text Transformer
Wisen Code:DLP-25-0175 Published on: Sept 2025
Base Paper Title:
ST-DGCN: A Novel Spatial-Temporal Dynamic Graph Convolutional Network for Cardiovascular Diseases Diagnosis
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Graph Neural Networks
Wisen Code:DLP-25-0117 Published on: Sept 2025
Base Paper Title:
Hybrid Deep Learning Model for Scalogram-Based ECG Classification of Cardiovascular Diseases
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: RNN/LSTM, CNN, Transfer Learning
Wisen Code:DAS-25-0030 Published on: Sept 2025
Base Paper Title:
Towards Automated Classification of Adult Attachment Interviews in German Language Using the BERT Language Model
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: None
Algorithms: Classical ML Algorithms, Text Transformer, Ensemble Learning
Wisen Code:NET-25-0072 Published on: Aug 2025
Base Paper Title:
A Modified Min-Max Method With Adaptive Distance Adjustment for RSSI-Based Indoor Localization
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Smart Cities & Infrastructure, Logistics & Supply Chain
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0018 Published on: Aug 2025
Base Paper Title:
An Improved Method for Zero-Shot Semantic Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Automotive
Applications: Remote Sensing
Algorithms: Transfer Learning, Vision Transformer
Wisen Code:IMP-25-0122 Published on: Aug 2025
Base Paper Title:
Design of a CNN–Swin Transformer Model for Alzheimer’s Disease Prediction Using MRI Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: GAN, CNN, Vision Transformer
Wisen Code:IMP-25-0286 Published on: Aug 2025
Base Paper Title:
Mitigating the Bias in the Model for Continual Test-Time Adaptation
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Government & Public Services, Automotive
Applications:
Algorithms: Residual Network
Wisen Code:CLC-25-0018 Published on: Aug 2025
Base Paper Title:
Cloud-Enabled Predictive Modeling of Mental Health Using Ensemble Machine Learning Models and AES-256 Security
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0008 Published on: Aug 2025
Base Paper Title:
A Deep Learning Model for Predicting ICU Discharge Readiness and Estimating Excess ICU Stay Duration
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0155 Published on: Aug 2025
Base Paper Title:
Two-Stage Neural Network Pipeline for Kidney and Tumor Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Single Stage Detection, CNN, Vision Transformer
Wisen Code:MAC-25-0061 Published on: Aug 2025
Base Paper Title:
Microwave-Based Non-Invasive Blood Glucose Sensors: Key Design Parameters and Case-Informed Evaluation
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, Deep Neural Networks
Wisen Code:DLP-25-0112 Published on: Aug 2025
Base Paper Title:
Enhancing Global and Local Context Modeling in Time Series Through Multi-Step Transformer-Diffusion Interaction
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Healthcare & Clinical AI, Finance & FinTech, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Text Transformer, Diffusion Models
Wisen Code:DLP-25-0030 Published on: Aug 2025
Base Paper Title:
Brain Network Analysis Reveals Age-Related Differences in Topological Reorganization During Vigilance Decline
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Human Resources & Workforce Analytics
Applications:
Algorithms: Statistical Algorithms
Wisen Code:MAC-25-0023 Published on: Aug 2025
Base Paper Title:
Machine Learning in Biomedical Informatics: Optimizing Resource Allocation and Energy Efficiency in Public Hospitals
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0059 Published on: Aug 2025
Base Paper Title:
An Enhanced Density Peak Clustering Algorithm With Dimensionality Reduction and Relative Density Normalization for High-Dimensional Duplicate Data
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0178 Published on: Aug 2025
Base Paper Title:
A DNA-Level Convolutional Neural Network Based on Strand Displacement Reaction for Image Recognition
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: None
Algorithms: CNN
Wisen Code:BLC-25-0004 Published on: Aug 2025
Base Paper Title:
Trusted Blockchain-Based Clinical Decision and Medication Management System for Movement Disorders
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Personalization, Decision Support Systems
Algorithms: RNN/LSTM
Wisen Code:IMP-25-0310 Published on: Aug 2025
Base Paper Title:
SAFH-Net: A Hybrid Network With Shuffle Attention and Adaptive Feature Fusion for Enhanced Retinal Vessel Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Anomaly Detection
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0063 Published on: Aug 2025
Base Paper Title:
LoFi: Neural Local Fields for Scalable Image Reconstruction
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Reconstruction
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN
Wisen Code:MAC-25-0066 Published on: Aug 2025
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Finance & FinTech
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Statistical Algorithms
Wisen Code:IMP-25-0068 Published on: Aug 2025
Base Paper Title:
Neurological Disorder Recognition via Comprehensive Feature Fusion by Integrating Deep Learning and Texture Analysis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:INS-25-0014 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Telecommunications
Applications: Wireless Communication
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0232 Published on: Jul 2025
Base Paper Title:
Using Variational Autoencoders for Out of Distribution Detection in Histological Multiple Instance Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: Variational Autoencoders, Autoencoders
Wisen Code:DAS-25-0024 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: Recommendation Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems, Recommendation Systems
Algorithms: Statistical Algorithms
Wisen Code:DLP-25-0083 Published on: Jul 2025
Base Paper Title:
ECGNet: High-Precision ECG Classification Using Deep Learning and Advanced Activation Functions
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM
Wisen Code:NWS-25-0024 Published on: Jul 2025
Base Paper Title:
Federated Learning for Distributed IoT Security: A Privacy-Preserving Approach to Intrusion Detection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Finance & FinTech, Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: Ensemble Learning
Wisen Code:IMP-25-0308 Published on: Jul 2025
Base Paper Title:
XPolypNet: A U-Net-Based Model for Semantic Segmentation of Gastrointestinal Polyps With Explainable AI
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0031 Published on: Jul 2025
Base Paper Title:
Autism spectrum disorder detection using parallel DCNN with improved teaching learning optimization feature selection scheme
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN, Evolutionary Algorithms
Wisen Code:DLP-25-0076 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:IMP-25-0203 Published on: Jul 2025
Base Paper Title:
Highlight Removal From Wireless Capsule Endoscopy Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Inpainting
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0140 Published on: Jul 2025
Base Paper Title:
Brain-Shapelet: A Framework for Capturing Instantaneous Abnormalities in Brain Activity for Autism Spectrum Disorder Diagnosis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0271 Published on: Jul 2025
Base Paper Title:
Attention-Based Dual-Knowledge Distillation for Alzheimer’s Disease Stage Detection Using MRI Scans
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Vision Transformer
Wisen Code:BIG-25-0012 Published on: Jul 2025
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: GAN, CNN
Wisen Code:GAI-25-0019 Published on: Jul 2025
Data Type: Audio Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: None
Audio Task: Music Generation
Industries: Media & Entertainment, Healthcare & Clinical AI, Education & EdTech
Applications: Content Generation
Algorithms: Text Transformer
Wisen Code:IMP-25-0175 Published on: Jul 2025
Base Paper Title:
DB-Net: A Dual-Branch Hybrid Network for Stroke Lesion Segmentation on Non-Contrast CT Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:DLP-25-0121 Published on: Jul 2025
Base Paper Title:
DCT-Based Channel Attention for Multivariate Time Series Classification
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics
Algorithms: CNN
Wisen Code:BIG-25-0028 Published on: Jul 2025
Base Paper Title:
Optimizing Multimodal Data Queries in Data Lakes
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Image Retrieval
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, E-commerce & Retail, Education & EdTech
Applications: Information Retrieval
Algorithms: Classical ML Algorithms, Deep Neural Networks
Wisen Code:MAC-25-0031 Published on: Jul 2025
Base Paper Title:
Multi-Modal Feature Set-Based Detection of Freezing of Gait in Parkinson’s Disease Patients Using SVM
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0314 Published on: Jul 2025
Base Paper Title:
Transformer-Guided Serial Knowledge Distillation for High-Precision Anomaly Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Visual Anomaly Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: CNN, Transfer Learning, Autoencoders, Vision Transformer
Wisen Code:INS-25-0002 Published on: Jul 2025
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DLP-25-0102 Published on: Jun 2025
Base Paper Title:
Performance Evaluation of Different Speech-Based Emotional Stress Level Detection Approaches
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Speech Emotion Recognition
Industries: Social Media & Communication Platforms, Healthcare & Clinical AI, E-commerce & Retail, Education & EdTech, Automotive
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Transfer Learning, Text Transformer
Wisen Code:IMP-25-0019 Published on: Jun 2025
Base Paper Title:
HyCoViT: Hybrid Convolution Vision Transformer With Dynamic Dropout for Enhanced Medical Chest X-Ray Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:DLP-25-0192 Published on: Jun 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:MAC-25-0021 Published on: Jun 2025
Base Paper Title:
Credibility-Adjusted Data-Conscious Clustering Method for Robust EEG Signal Analysis
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0157 Published on: Jun 2025
Base Paper Title:
Customized Spectro-Temporal CNN Feature Extraction and ELM-Based Classifier for Accurate Respiratory Obstruction Detection
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:IMP-25-0200 Published on: Jun 2025
Base Paper Title:
Radio Frequency Sensing–Based Human Emotion Identification by Leveraging 2D Transformation Techniques and Deep Learning Models
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Remote Sensing, Decision Support Systems
Algorithms: CNN, Transfer Learning, Residual Network
Wisen Code:DLP-25-0096 Published on: Jun 2025
Base Paper Title:
A Reinforcement Learning Approach to Personalized Asthma Exacerbation Prediction Using Proximal Policy Optimization
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Reinforcement Learning
Wisen Code:IMP-25-0283 Published on: Jun 2025
Base Paper Title:
Descriptor: Manually Annotated CT Dataset of Lung Lobes in COVID-19 and Cancer Patients (LOCCA)
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0268 Published on: Jun 2025
Base Paper Title:
FUSCANet: Enhancing Skin Disease Classification Through Feature Fusion and Spatial-Channel Attention Mechanisms
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN, Vision Transformer
Wisen Code:DAS-25-0018 Published on: Jun 2025
Base Paper Title:
PanOpt: A Nationwide Joint Optimization of Dynamic Bed Allocation and Patient Transfer in Pandemics
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Logistics & Supply Chain
Applications: Decision Support Systems
Algorithms: Convex Optimization
Wisen Code:IMP-25-0300 Published on: Jun 2025
Base Paper Title:
Hierarchical Multi-Scale Patch Attention and Global Feature-Adaptive Fusion for Robust Occluded Face Recognition
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Face Recognition
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Government & Public Services
Applications: Surveillance
Algorithms: CNN, Residual Network
Wisen Code:DLP-25-0104 Published on: Jun 2025
Base Paper Title:
Effective Tumor Annotation for Automated Diagnosis of Liver Cancer
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:INS-25-0029 Published on: Jun 2025
Base Paper Title:
Security-Enhanced Image Encryption: Combination of S-Boxes and Hyperchaotic Integrated Systems
Data Type: Image Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Government & Public Services
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IOT-25-0002 Published on: Jun 2025
Base Paper Title:
PNet-IDS: A Lightweight and Generalizable Convolutional Neural Network for Intrusion Detection in Internet of Things
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Smart Cities & Infrastructure, Agriculture & Food Tech
Applications: Anomaly Detection
Algorithms: CNN
Wisen Code:DLP-25-0084 Published on: Jun 2025
Base Paper Title:
EEG-Based Seizure Onset Detection of Frontal and Temporal Lobe Epilepsies Using 1DCNN
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: CNN
Wisen Code:IMP-25-0089 Published on: Jun 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:DLP-25-0027 Published on: May 2025
Base Paper Title:
A Multi-Modal Approach for the Molecular Subtype Classification of Breast Cancer by Using Vision Transformer and Novel SVM Polyvariant Kernel
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN, Vision Transformer
Wisen Code:DLP-25-0159 Published on: May 2025
Base Paper Title:
A Convolutional Neural Network Model for Classifying Resting Tremor Amplitude in Parkinson’s Disease
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:CLS-25-0013 Published on: May 2025
Base Paper Title:
Cloud-Fog Automation: The New Paradigm Toward Autonomous Industrial Cyber-Physical Systems
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Energy & Utilities Tech, Healthcare & Clinical AI, Smart Cities & Infrastructure, Agriculture & Food Tech, Logistics & Supply Chain, Automotive, Telecommunications
Applications: Robotics, Predictive Analytics, Decision Support Systems, Anomaly Detection, Wireless Communication
Algorithms: Reinforcement Learning, Text Transformer, Statistical Algorithms, Deep Neural Networks, Graph Neural Networks
Wisen Code:IMP-25-0072 Published on: May 2025
Base Paper Title:
Selective Intensity Ensemble Classifier (SIEC): A Triple-Threshold Strategy for Microscopic Malaria Cell Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0030 Published on: May 2025
Base Paper Title:
A Hybrid Deep Learning Framework for Early-Stage Alzheimer’s Disease Classification From Neuro-Imaging Biomarkers
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Ensemble Learning
Wisen Code:IMP-25-0071 Published on: May 2025
Base Paper Title:
HistoDX: Revolutionizing Breast Cancer Diagnosis Through Advanced Imaging Techniques
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0070 Published on: May 2025
Base Paper Title:
Lightweight and Accurate YOLOv7-Based Ensembles With Knowledge Distillation for Urinary Sediment Detection
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Single Stage Detection, Ensemble Learning
Wisen Code:DLP-25-0066 Published on: May 2025
Base Paper Title:
A Deep Learning Framework for Healthy Lifestyle Monitoring and Outdoor Localization
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:INS-25-0008 Published on: May 2025
Base Paper Title:
Enhanced Consumer Healthcare Data Protection Through AI-Driven TinyML and Privacy-Preserving Techniques
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0210 Published on: May 2025
Base Paper Title:
Cancer Cell Classification From Peripheral Blood Smear Data Using the YOLOv8 Architecture
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Single Stage Detection, CNN
Wisen Code:DLP-25-0133 Published on: May 2025
Base Paper Title:
An End-to-End Concatenated CNN Attention Model for the Classification of Lung Cancer With XAI Techniques
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:DLP-25-0148 Published on: May 2025
Base Paper Title:
Early In-Hospital Mortality Prediction Based on xTimesNet and Time Series Interpretable Methods
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN
Wisen Code:CLC-25-0007 Published on: May 2025
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Smart Cities & Infrastructure
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DLP-25-0033 Published on: May 2025
Base Paper Title:
A Transfer Learning-Based Framework for Enhanced Classification of Perceived Mental Stress Using EEG Spectrograms
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:INS-25-0019 Published on: May 2025
Base Paper Title:
A Novel Polynomial Activation for Audio Classification Using Homomorphic Encryption
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI, Government & Public Services
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0084 Published on: May 2025
Base Paper Title:
A Novel Context-Aware Feature Pyramid Networks With Kolmogorov-Arnold Modeling and XAI Framework for Robust Lung Cancer Detection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: CNN
Wisen Code:DAS-25-0017 Published on: May 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: GAN, CNN, Graph Neural Networks
Wisen Code:IMP-25-0061 Published on: May 2025
Base Paper Title:
Emotion-Based Music Recommendation System Integrating Facial Expression Recognition and Lyrics Sentiment Analysis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, Healthcare & Clinical AI
Applications: Personalization, Recommendation Systems
Algorithms: CNN, Text Transformer
Wisen Code:DLP-25-0126 Published on: May 2025
Base Paper Title:
Segmentation and Classification of Skin Cancer Diseases Based on Deep Learning: Challenges and Future Directions
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Two Stage Detection, CNN, Vision Transformer
Wisen Code:IMP-25-0259 Published on: May 2025
Base Paper Title:
Osteosarcoma CT Image Segmentation Based on OSCA-TransUnet Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:IMP-25-0119 Published on: May 2025
Base Paper Title:
Fused YOLO and Traditional Features for Emotion Recognition From Facial Images of Tamil and Russian Speaking Children: A Cross-Cultural Study
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Marketing & Advertising Tech
Applications:
Algorithms: Classical ML Algorithms, Single Stage Detection, Ensemble Learning
Wisen Code:IMP-25-0156 Published on: May 2025
Base Paper Title:
TuSegNet: A Transformer-Based and Attention-Enhanced Architecture for Brain Tumor Segmentation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:DLP-25-0011 Published on: May 2025
Base Paper Title:
Lorenz-PSO Optimized Deep Neural Network for Enhanced Phonocardiogram Classification
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Evolutionary Algorithms
Wisen Code:CLC-25-0010 Published on: May 2025
Base Paper Title:
Time-Triggered Task Offloading Scheduling in TSN-Based Edge Computing Power Networks
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Automotive, Telecommunications
Applications: Predictive Analytics, Decision Support Systems, Wireless Communication
Algorithms: AlgorithmArchitectureOthers
Wisen Code:INS-25-0039 Published on: May 2025
Base Paper Title:
A Secure COVID Affected CT Scan Image Encryption Scheme Using Hybrid MLSCM for IoMT Environment
Data Type: Image Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Telecommunications
Applications: Wireless Communication
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0137 Published on: May 2025
Base Paper Title:
High-Performance Lung Disease Identification and Explanation Using a ReciproCAM-Enhanced Lightweight Convolutional Neural Network
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:DLP-25-0044 Published on: May 2025
Base Paper Title:
How Deep is Your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics
Algorithms: RNN/LSTM, GAN, CNN, Diffusion Models, Variational Autoencoders, Deep Neural Networks, Graph Neural Networks
Wisen Code:IMP-25-0269 Published on: May 2025
Base Paper Title:
Statistical Performance Evaluation of the Deep Learning Architectures Over Body Fluid Cytology Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0126 Published on: May 2025
Base Paper Title:
MulFF-Net: A Domain-Aware Multiscale Feature Fusion Network for Breast Ultrasound Image Segmentation With Radiomic Applications
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0014 Published on: May 2025
Base Paper Title:
Hybrid Dual-Input Model for Respiratory Sound Classification With Mel Spectrogram and Waveform
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0050 Published on: May 2025
Base Paper Title:
Sign Language Recognition—Dataset Cleaning for Robust Word Classification in a Landmark-Based Approach
Data Type: Video Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Education & EdTech
Applications: None
Algorithms: RNN/LSTM
Wisen Code:IMP-25-0244 Published on: May 2025
Base Paper Title:
A Two-Stage U-Net Framework for Interactive Segmentation of Lung Nodules in CT Scans
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:DLP-25-0094 Published on: Apr 2025
Base Paper Title:
Integration of Deep Learning Architectures With GRU for Automated Leukemia Detection in Peripheral Blood Smear Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: RNN/LSTM, CNN
Wisen Code:IMP-25-0293 Published on: Apr 2025
Base Paper Title:
A Dual-Purpose Microwave-Optical Component for Wireless Capsule Endoscopy: A Feasibility Study by Radio Link Analysis
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Wireless Communication
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IMP-25-0148 Published on: Apr 2025
Base Paper Title:
Graph-Aware Multimodal Deep Learning for Classification of Diabetic Retinopathy Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning, Graph Neural Networks
Wisen Code:IMP-25-0237 Published on: Apr 2025
Base Paper Title:
Swin Transformer and Momentum Contrast (MoCo) in Leukemia Diagnostics: A New Paradigm in AI-Driven Blood Cell Cancer Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Vision Transformer
Wisen Code:IOT-25-0006 Published on: Apr 2025
Base Paper Title:
Application of Multimodal Self-Supervised Architectures for Daily Life Affect Recognition
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: RNN/LSTM, CNN, Transfer Learning, Text Transformer
Wisen Code:IMP-25-0277 Published on: Apr 2025
Base Paper Title:
Retinal Image Analysis for Heart Disease Risk Prediction: A Deep Learning Approach
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:IMP-25-0215 Published on: Apr 2025
Base Paper Title:
Intraoperative Surgical Navigation and Instrument Localization Using a Supervised Learning Transformer Network
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: CNN, Vision Transformer
Wisen Code:DLP-25-0093 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:GAI-25-0029 Published on: Apr 2025
Data Type: Text Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: Question Answering
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Information Retrieval, Decision Support Systems
Algorithms: Text Transformer
Wisen Code:IMP-25-0069 Published on: Apr 2025
Base Paper Title:
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Retrieval
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Information Retrieval
Algorithms: Transfer Learning, Vision Transformer, Residual Network
Wisen Code:DLP-25-0035 Published on: Apr 2025
Base Paper Title:
Capturing Fine-Grained Food Image Features Through Iterative Clustering and Attention Mechanisms
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Agriculture & Food Tech
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DLP-25-0129 Published on: Apr 2025
Base Paper Title:
Explainable Artificial Intelligence Driven Segmentation for Cervical Cancer Screening
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0096 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Education & EdTech, Marketing & Advertising Tech
Applications: None
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0178 Published on: Apr 2025
Base Paper Title:
Domain-Generalized Emotion Recognition on German Text Corpora
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Social Media & Communication Platforms, Healthcare & Clinical AI, E-commerce & Retail, Education & EdTech
Applications: Personalization, Decision Support Systems, Recommendation Systems, Chatbots & Conversational AI
Algorithms: Classical ML Algorithms, RNN/LSTM, Text Transformer
Wisen Code:DLP-25-0200 Published on: Apr 2025
Base Paper Title:
Mental Health Safety and Depression Detection in Social Media Text Data: A Classification Approach Based on a Deep Learning Model
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Social Media & Communication Platforms, Healthcare & Clinical AI
Applications:
Algorithms: RNN/LSTM, Text Transformer
Wisen Code:DLP-25-0119 Published on: Apr 2025
Base Paper Title:
Convolutional Bi-LSTM for Automatic Personality Recognition From Social Media Texts
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Social Media & Communication Platforms, Healthcare & Clinical AI, Human Resources & Workforce Analytics, Marketing & Advertising Tech
Applications: Personalization, Predictive Analytics, Recommendation Systems
Algorithms: RNN/LSTM, CNN
Wisen Code:INS-25-0013 Published on: Apr 2025
Base Paper Title:
Multi-Channel Multi-Protocol Quantum Key Distribution System for Secure Image Transmission in Healthcare
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Telecommunications
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:MAC-25-0026 Published on: Apr 2025
Base Paper Title:
Illuminating the Path to Enhanced Resilience of Machine Learning Models Against the Shadows of Missing Labels
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:AND-25-0004 Published on: Apr 2025
Base Paper Title:
Enhancing Object Detection in Assistive Technology for the Visually Impaired: A DETR-Based Approach
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Robotics
Algorithms: CNN, Vision Transformer
Wisen Code:IMP-25-0187 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: Classical ML Algorithms, CNN, Vision Transformer
Wisen Code:IMP-25-0147 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0253 Published on: Apr 2025
Base Paper Title:
Enhanced Multi-Pill Detection and Recognition Using VFI Augmentation and Auto-Labeling for Limited Single-Pill Data
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI
Applications:
Algorithms: Single Stage Detection, CNN, Diffusion Models
Wisen Code:DLP-25-0017 Published on: Apr 2025
Base Paper Title:
A FixMatch Framework for Alzheimer’s Disease Classification: Exploring the Trade-Off Between Supervision and Performance
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Residual Network
Wisen Code:MAC-25-0005 Published on: Mar 2025
Base Paper Title:
Metrics and Algorithms for Identifying and Mitigating Bias in AI Design: A Counterfactual Fairness Approach
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Finance & FinTech, Education & EdTech
Applications: Decision Support Systems
Algorithms: Ensemble Learning
Wisen Code:IMP-25-0185 Published on: Mar 2025
Base Paper Title:
Deep Fusion of Neurophysiological and Facial Features for Enhanced Emotion Detection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: RNN/LSTM, Text Transformer, Vision Transformer, Deep Neural Networks
Wisen Code:CLS-25-0015 Published on: Mar 2025
Base Paper Title:
Touch of Privacy: A Homomorphic Encryption-Powered Deep Learning Framework for Fingerprint Authentication
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Banking & Insurance, Government & Public Services
Applications:
Algorithms: CNN
Wisen Code:IMP-25-0243 Published on: Mar 2025
Base Paper Title:
Winograd Transform-Based Fast Detection of Heart Disease Using ECG Signals and Chest X-Ray Images
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Ensemble Learning
Wisen Code:IMP-25-0091 Published on: Mar 2025
Base Paper Title:
Efficient-Proto-Caps: A Parameter-Efficient and Interpretable Capsule Network for Lung Nodule Characterization
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IOT-25-0011 Published on: Mar 2025
Base Paper Title:
ML-Aided 2-D Indoor Positioning Using Energy Harvesters and Optical Detectors for Self-Powered Light-Based IoT Sensors
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Logistics & Supply Chain, Telecommunications
Applications: Wireless Communication
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DLP-25-0075 Published on: Mar 2025
Base Paper Title:
Lung-AttNet: An Attention Mechanism-Based CNN Architecture for Lung Cancer Detection With Federated Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0109 Published on: Mar 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Visual Content Synthesis
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Graph Neural Networks
Wisen Code:CYS-25-0048 Published on: Mar 2025
Published on: Mar 2025Base Paper Title:
Intrusion Detection in IoT and IIoT: Comparing Lightweight Machine Learning Techniques Using TON_IoT, WUSTL-IIOT-2021, and EdgeIIoTset Datasets
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Energy & Utilities Tech, Healthcare & Clinical AI, Smart Cities & Infrastructure
Applications: Surveillance, Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0042 Published on: Mar 2025
Base Paper Title:
Improving Local Fidelity and Interpretability of LIME by Replacing Only the Sampling Process With CVAE
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Finance & FinTech
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN, Variational Autoencoders, Autoencoders
Wisen Code:CYS-25-0002 Published on: Mar 2025
Base Paper Title:
Adaptive DDoS Attack Detection: Entropy-Based Model With Dynamic Threshold and Suspicious IP Reevaluation
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Banking & Insurance, Government & Public Services, Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Statistical Algorithms
Wisen Code:IOT-25-0012 Published on: Mar 2025
Base Paper Title:
Smartphone Enabled Wearable Diabetes Monitoring System
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Anomaly Detection, Wireless Communication
Algorithms: Statistical Algorithms
Wisen Code:MAC-25-0010 Published on: Mar 2025
Base Paper Title:
DDNet: A Robust, and Reliable Hybrid Machine Learning Model for Effective Detection of Depression Among University Students
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Education & EdTech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:MAC-25-0006 Published on: Mar 2025
Base Paper Title:
Depression and Anxiety Screening for Pregnant Women via Free Conversational Speech in Naturalistic Condition
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Speech Emotion Recognition
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:MAC-25-0024 Published on: Mar 2025
Base Paper Title:
Innovative Tailored Semantic Embedding and Machine Learning for Precise Prediction of Drug-Drug Interaction Seriousness
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Transfer Learning, Ensemble Learning
Wisen Code:DLP-25-0080 Published on: Mar 2025
Base Paper Title:
Triplet Multi-Kernel CNN for Detection of Pulmonary Diseases From Lung Sound Signals
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:DLP-25-0125 Published on: Mar 2025
Base Paper Title:
Using Deep Learning Transformers for Detection of Hedonic Emotional States by Analyzing Eudaimonic Behavior of Online Users
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Healthcare & Clinical AI, Education & EdTech, Marketing & Advertising Tech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Text Transformer, Ensemble Learning
Wisen Code:IMP-25-0202 Published on: Mar 2025
Base Paper Title:
Optimizing Stroke Recognition With MediaPipe and Machine Learning: An Explainable AI Approach for Facial Landmark Analysis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0098 Published on: Mar 2025
Base Paper Title:
Tongue Image Segmentation Method Based on the VDAU-Net Model
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:DLP-25-0024 Published on: Mar 2025
Base Paper Title:
A Dual-Stream Deep Learning Architecture With Adaptive Random Vector Functional Link for Multi-Center Ischemic Stroke Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0186 Published on: Mar 2025
Base Paper Title:
A Novel Hybrid Model for Brain Ischemic Stroke Detection Using Feature Fusion and Convolutional Block Attention Module
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Anomaly Detection
Algorithms: CNN, Transfer Learning
Wisen Code:DLP-25-0120 Published on: Mar 2025
Base Paper Title:
FLaNS: Feature-Label Negative Sampling for Out-of-Distribution Detection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Vision Transformer
Wisen Code:DLP-25-0055 Published on: Mar 2025
Base Paper Title:
Imposing Correlation Structures for Deep Binaural Spatio-Temporal Wiener Filtering
Data Type: Audio Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: Speech Enhancement
Industries: Healthcare & Clinical AI
Applications: None
Algorithms: Classical ML Algorithms, RNN/LSTM
Wisen Code:DLP-25-0165 Published on: Mar 2025
Base Paper Title:
NDL-Net: A Hybrid Deep Learning Framework for Diagnosing Neonatal Respiratory Distress Syndrome From Chest X-Rays
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: RNN/LSTM, CNN
Wisen Code:DLP-25-0016 Published on: Mar 2025
Base Paper Title:
A Hybrid Deep Learning Approach for Skin Lesion Segmentation With Dual Encoders and Channel-Wise Attention
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:DLP-25-0039 Published on: Mar 2025
Base Paper Title:
FiSC: A Novel Approach for Fitzpatrick Scale-Based Skin Analyzer’s Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0045 Published on: Mar 2025
Base Paper Title:
Automatic Brain Tumor Segmentation: Advancing U-Net With ResNet50 Encoder for Precise Medical Image Analysis
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: CNN, Transfer Learning, Ensemble Learning
Wisen Code:IOT-25-0009 Published on: Mar 2025
Base Paper Title:
Anomaly-Based Intrusion Detection for IoMT Networks: Design, Implementation, Dataset Generation, and ML Algorithms Evaluation
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Classical ML Algorithms, Statistical Algorithms, Ensemble Learning
Wisen Code:CYS-25-0049 Published on: Feb 2025
Published on: Feb 2025Base Paper Title:
HIDS-RPL: A Hybrid Deep Learning-Based Intrusion Detection System for RPL in Internet of Medical Things Network
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: RNN/LSTM, CNN
Wisen Code:IMP-25-0295 Published on: Feb 2025
Base Paper Title:
Integrate the Temporal Scheme for Unsupervised Video Summarization via Attention Mechanism
Data Type: Video Data
AI/ML/DL Task: None
CV Task: None
NLP Task: Summarization
Audio Task: None
Industries: Media & Entertainment, Social Media & Communication Platforms, Healthcare & Clinical AI, Government & Public Services, Education & EdTech
Applications: Information Retrieval
Algorithms: RNN/LSTM, GAN, Variational Autoencoders, Vision Transformer
Wisen Code:DLP-25-0143 Published on: Feb 2025
Base Paper Title:
SERN-AwGOP: Squeeze-and-Excitation Residual Network With an Attention-Weighted Generalized Operational Perceptron for Atrial Fibrillation Detection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Anomaly Detection
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:IMP-25-0231 Published on: Feb 2025
Base Paper Title:
High Precision Infant Facial Expression Recognition by Improved YOLOv8
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Single Stage Detection, CNN, Vision Transformer
Wisen Code:DLP-25-0002 Published on: Feb 2025
Base Paper Title:
On the Benefit of FMG and EMG Sensor Fusion for Gesture Recognition Using Cross-Subject Validation
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0108 Published on: Feb 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:NET-25-0037 Published on: Feb 2025
Base Paper Title:
A Web-Based Solution for Federated Learning With LLM-Based Automation
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Smart Cities & Infrastructure, Automotive, Telecommunications
Applications: Content Generation, Decision Support Systems, Wireless Communication
Algorithms: Text Transformer, Deep Neural Networks
Wisen Code:IMP-25-0279 Published on: Feb 2025
Base Paper Title:
LEU3: An Attention Augmented-Based Model for Acute Lymphoblastic Leukemia Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0267 Published on: Feb 2025
Base Paper Title:
Transformative Transfer Learning for MRI Brain Tumor Precision: Innovative Insights
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:IMP-25-0223 Published on: Feb 2025
Base Paper Title:
Enhancing Breast Cancer Diagnosis With Bidirectional Recurrent Neural Networks: A Novel Approach for Histopathological Image Multi-Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM, CNN
Wisen Code:MAC-25-0053 Published on: Feb 2025
Base Paper Title:
Predicting the Classification of Heart Failure Patients Using Optimized Machine Learning Algorithms
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Evolutionary Algorithms, Ensemble Learning
Wisen Code:DLP-25-0078 Published on: Feb 2025
Base Paper Title:
A Sensory Glove With a Limited Number of Sensors for Recognition of the Finger Alphabet of Polish Sign Language
Data Type: Video Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN
Wisen Code:DLP-25-0176 Published on: Feb 2025
Base Paper Title:
Adversarial Domain Adaptation-Based EEG Emotion Transfer Recognition
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: GAN, CNN, Transfer Learning, Deep Neural Networks
Wisen Code:DLP-25-0155 Published on: Feb 2025
Base Paper Title:
Analysis of Near-Fall Detection Method Utilizing Dynamic Motion Images and Transfer Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:CLC-25-0012 Published on: Feb 2025
Base Paper Title:
Efficient Task Scheduling and Load Balancing in Fog Computing for Crucial Healthcare Through Deep Reinforcement Learning
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Smart Cities & Infrastructure
Applications: Decision Support Systems
Algorithms: Reinforcement Learning
Wisen Code:CLC-25-0014 Published on: Feb 2025
Base Paper Title:
Resource Adaptive Automated Task Scheduling Using Deep Deterministic Policy Gradient in Fog Computing
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Reinforcement Learning
Wisen Code:IMP-25-0125 Published on: Feb 2025
Base Paper Title:
Attention Enhanced InceptionNeXt-Based Hybrid Deep Learning Model for Lung Cancer Detection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Vision Transformer
Wisen Code:DLP-25-0058 Published on: Feb 2025
Base Paper Title:
Reconstruction and Classification of Brain Strokes Using Deep Learning-Based Microwave Imaging
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:DLP-25-0029 Published on: Feb 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN, Deep Neural Networks
Wisen Code:IMP-25-0246 Published on: Jan 2025
Base Paper Title:
Ultrasound Segmentation Using Semi-Supervised Learning: Application in Point-of-Care Sarcopenia Assessment
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN
Wisen Code:INS-25-0011 Published on: Jan 2025
Base Paper Title:
An Efficient and Privacy-Preserving Federated Learning Approach Based on Homomorphic Encryption
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI
Applications: None
Algorithms: CNN
Wisen Code:MAC-25-0045 Published on: Jan 2025
Base Paper Title:
Integrating Advanced Techniques: RFE-SVM Feature Engineering and Nelder-Mead Optimized XGBoost for Accurate Lung Cancer Prediction
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DAS-25-0014 Published on: Jan 2025
Base Paper Title:
Enhancing Indoor Localization With Temporally-Aware Separable Group Shuffled CNNs and Skip Connections
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Government & Public Services, E-commerce & Retail, Smart Cities & Infrastructure
Applications: Decision Support Systems, Wireless Communication
Algorithms: CNN, Residual Network
Wisen Code:IOT-25-0008 Published on: Jan 2025
Base Paper Title:
A Physics-Based Hyper Parameter Optimized Federated Multi-Layered Deep Learning Model for Intrusion Detection in IoT Networks
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DLP-25-0114 Published on: Jan 2025
Base Paper Title:
Drawing-Aware Parkinson’s Disease Detection Through Hierarchical Deep Learning Models
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: None
Algorithms: CNN
Wisen Code:IMP-25-0285 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DLP-25-0154 Published on: Jan 2025
Base Paper Title:
Tuberculosis Lesion Segmentation Improvement in X-Ray Images Using Contextual Background Label
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: None
Algorithms: CNN
Wisen Code:MAC-25-0022 Published on: Jan 2025
Base Paper Title:
LASSO-mCGA: Machine Learning and Modified Compact Genetic Algorithm-Based Biomarker Selection for Breast Cancer Subtype Classification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Evolutionary Algorithms
Wisen Code:DLP-25-0040 Published on: Jan 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0038 Published on: Jan 2025
Base Paper Title:
XCF-LSTMSATNet: A Classification Approach for EEG Signals Evoked by Dynamic Random Dot Stereograms
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM, CNN, Ensemble Learning
Wisen Code:IMP-25-0171 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Vision Transformer
Wisen Code:DLP-25-0082 Published on: Jan 2025
Base Paper Title:
Leveraging Multilingual Transformer for Multiclass Sentiment Analysis in Code-Mixed Data of Low-Resource Languages
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Healthcare & Clinical AI, E-commerce & Retail, Education & EdTech
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Text Transformer
Wisen Code:INS-25-0024 Published on: Jan 2025
Base Paper Title:
An Efficient Malware Detection Approach Based on Machine Learning Feature Influence Techniques for Resource-Constrained Devices
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0219 Published on: Jan 2025
Base Paper Title:
Detection and Classification Method for Early-Stage Colorectal Cancer Using Dyadic Wavelet Packet Transform
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:BIG-25-0004 Published on: Jan 2025
Base Paper Title:
The Role of Big Data Analytics in Revolutionizing Diabetes Management and Healthcare Decision-Making
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IMP-25-0254 Published on: Jan 2025
Base Paper Title:
FedDrip: Federated Learning With Diffusion-Generated Synthetic Image
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Diffusion Models
Wisen Code:IMP-25-0288 Published on: Jan 2025
Base Paper Title:
RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction With Hybrid Attention Networks
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Autoencoders
Wisen Code:IMP-25-0153 Published on: Nov 2024
Base Paper Title:
Real-time recognition and translation of Kinyarwanda sign language into Kinyarwanda text
Data Type: Video Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: RNN/LSTM
Healthcare And Clinical AI Projects For Students - Key Algorithm Variants
Clinical Risk Prediction Models:
Clinical risk prediction models estimate the likelihood of disease onset or adverse events using patient data. IEEE research evaluates these models based on predictive reliability and calibration.
In Healthcare And Clinical AI Projects For Final Year, risk prediction models are validated using sensitivity, specificity, and temporal robustness analysis.
Medical Image Analysis Models:
Medical image analysis models interpret imaging data for diagnostic support. IEEE literature emphasizes accuracy and consistency across populations.
In Healthcare And Clinical AI Projects For Final Year, image analysis models are evaluated using benchmark datasets and reproducible performance metrics.
Patient Outcome Prediction Algorithms:
Outcome prediction algorithms forecast treatment response and recovery trends. IEEE studies analyze longitudinal performance.
In Healthcare And Clinical AI Projects For Final Year, outcome prediction is validated using time aware evaluation protocols and stability measures.
Clinical Decision Support Models:
Decision support models assist clinicians in treatment planning. IEEE research focuses on interpretability and reliability.
In Healthcare And Clinical AI Projects For Final Year, decision support models are validated using controlled evaluation and expert aligned benchmarks.
Disease Progression Modeling:
Disease progression models analyze stage wise evolution of clinical conditions. IEEE literature emphasizes temporal consistency.
In Healthcare And Clinical AI Projects For Final Year, progression models are validated through longitudinal analysis and reproducibility testing.
Final Year Healthcare And Clinical AI Projects - Wisen TMER-V Methodology
T — Task What primary task (& extensions, if any) does the IEEE journal address?
- Healthcare and clinical AI tasks focus on diagnosis, prognosis, and treatment outcome modeling
- IEEE research evaluates tasks based on accuracy, reliability, and clinical relevance
- Disease prediction
- Outcome forecasting
- Decision support
M — Method What IEEE base paper algorithm(s) or architectures are used to solve the task?
- Methods rely on predictive modeling and clinical data representation
- IEEE literature emphasizes interpretability and evaluation driven design
- Predictive analytics
- Representation learning
- Temporal modeling
E — Enhancement What enhancements are proposed to improve upon the base paper algorithm?
- Enhancements integrate feature enrichment and temporal context handling
- Hybrid approaches improve robustness
- Clinical feature integration
- Context aware modeling
R — Results Why do the enhancements perform better than the base paper algorithm?
- Results demonstrate improved diagnostic reliability and outcome prediction
- Performance is compared against baseline clinical models
- Accuracy improvement
- Stability enhancement
V — Validation How are the enhancements scientifically validated?
- Validation follows IEEE clinical benchmarking and temporal testing protocols
- Multiple datasets ensure reproducibility
- Temporal validation
- Benchmark based evaluation
Healthcare And Clinical AI Projects - Libraries & Frameworks
Python Healthcare Analytics Stack:
Python is widely used in clinical analytics due to its support for numerical computation and data modeling. IEEE research references Python for reproducible experimentation.
In Healthcare And Clinical AI Projects, Python supports data preprocessing, modeling, and evaluation workflows.
TensorFlow:
TensorFlow enables scalable training of clinical prediction and imaging models. IEEE literature emphasizes stability for large datasets.
In Healthcare And Clinical AI Projects, TensorFlow supports reproducible training and validation pipelines.
PyTorch:
PyTorch provides flexibility for experimenting with custom clinical AI models. IEEE research values its dynamic modeling capabilities.
In Healthcare And Clinical AI Projects, PyTorch supports controlled experimentation and evaluation.
Scikit Learn:
Scikit learn offers standardized implementations of clinical prediction algorithms. IEEE studies emphasize its role in benchmarking.
In Healthcare And Clinical AI Projects, it supports evaluation driven model comparison.
NumPy and SciPy:
These libraries support numerical analysis and optimization in clinical modeling. IEEE research relies on them for analytical validation.
In Healthcare And Clinical AI Projects, they support stability analysis and reproducibility.
Healthcare And Clinical AI Projects For Students - Real World Applications
Disease Risk Stratification:
Risk stratification categorizes patients based on disease likelihood. IEEE research emphasizes predictive reliability.
In Healthcare And Clinical AI Projects For Final Year, stratification models are validated using sensitivity and temporal metrics.
Medical Imaging Diagnostics:
Imaging diagnostics support disease detection using clinical images. IEEE literature focuses on accuracy and robustness.
In Healthcare And Clinical AI Projects For Final Year, imaging models are validated through benchmark evaluation.
Clinical Decision Support Systems:
Decision support systems assist clinicians in diagnosis and treatment planning. IEEE studies emphasize interpretability.
In Healthcare And Clinical AI Projects For Final Year, decision systems are validated using controlled evaluation protocols.
Patient Outcome Monitoring:
Outcome monitoring predicts recovery and complication trends. IEEE research emphasizes longitudinal stability.
In Healthcare And Clinical AI Projects For Final Year, monitoring models are validated using time series evaluation.
Hospital Workflow Optimization:
Workflow optimization improves operational efficiency in healthcare settings. IEEE literature emphasizes reliability.
In Healthcare And Clinical AI Projects For Final Year, optimization models are validated using reproducible benchmarks.
Final Year Healthcare And Clinical AI Projects - Conceptual Foundations
Healthcare and clinical AI is conceptually grounded in applying data driven intelligence to support medical decision making under uncertainty, where predictive models assist diagnosis, prognosis, and treatment planning. IEEE research frames this domain as a safety critical analytics environment that requires strong emphasis on robustness, interpretability, and reliability due to direct impact on patient outcomes.
From an academic perspective, conceptual rigor in clinical AI focuses on evaluation driven modeling, bias control, and temporal validation. IEEE aligned studies emphasize reproducibility, explainable reasoning, and statistically sound validation practices to ensure that analytical outputs remain trustworthy across diverse patient populations and evolving clinical conditions.
The conceptual foundations of healthcare and clinical AI intersect with broader analytical domains that emphasize prediction and evaluation under uncertainty. Related areas such as classification projects and machine learning projects provide complementary perspectives on benchmarking practices, generalization analysis, and validation methodologies adopted in IEEE aligned clinical research.
Healthcare And Clinical AI Projects For Final Year - Why Choose Wisen
Wisen supports IEEE Healthcare And Clinical AI Projects through evaluation driven research structuring, reproducible experimentation, and clinically relevant analytical methodologies.
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IEEE Aligned Clinical Modeling
Wisen structures clinical AI projects around IEEE validated diagnostic and predictive modeling frameworks, ensuring methodological rigor and academic credibility.
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Evaluation Focused Validation
Projects emphasize rigorous evaluation using sensitivity, specificity, temporal validation, and benchmark driven clinical performance assessment.
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Reproducible Experimental Design
Wisen enforces reproducibility through controlled datasets, transparent validation protocols, and statistically validated reporting.
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Interpretability and Safety Emphasis
Clinical AI implementations are designed with strong emphasis on interpretability and reliability to align with safety and ethical expectations.
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Research Extension Readiness
Projects are structured to support research extension through comparative studies, robustness analysis, and publication oriented evaluation narratives.
Healthcare And Clinical AI Projects For Students - IEEE Research Areas
Clinical Risk Prediction and Stratification:
This research area focuses on predicting disease risk and stratifying patient populations using clinical data. IEEE research evaluates reliability and bias control.
In IEEE Healthcare And Clinical AI Projects, validation emphasizes sensitivity consistency, temporal robustness, and reproducible benchmarking.
Medical Image Based Diagnostic Modeling:
This area studies automated interpretation of clinical imaging for diagnostic support. IEEE literature emphasizes accuracy and population generalization.
In IEEE Healthcare And Clinical AI Projects, image models are validated using benchmark datasets and standardized evaluation metrics.
Patient Outcome and Prognosis Modeling:
Research investigates predictive modeling of treatment response and recovery trajectories. IEEE studies analyze longitudinal stability.
In IEEE Healthcare And Clinical AI Projects, outcome models are validated through time aware evaluation and reproducibility testing.
Explainable Clinical AI Systems:
This research area focuses on interpretability and transparency in clinical predictions. IEEE literature emphasizes explainability.
In IEEE Healthcare And Clinical AI Projects, explainable models are validated through expert aligned evaluation and consistency analysis.
Clinical Workflow and Decision Optimization:
Research explores optimization of clinical processes using AI driven insights. IEEE studies stress reliability and operational relevance.
In IEEE Healthcare And Clinical AI Projects, workflow models are validated using scenario based evaluation and benchmark comparison.
Final Year Healthcare And Clinical AI Projects - Career Outcomes
Clinical AI Research Engineer:
This role focuses on developing and evaluating predictive models for clinical decision support. IEEE aligned responsibilities include experimentation and validation.
In Healthcare And Clinical AI Projects For Final Year, the role aligns with evaluation driven modeling and reproducible research practices.
Healthcare Data Scientist:
Healthcare data scientists analyze patient data to derive predictive insights. IEEE oriented work emphasizes statistical validation.
In Healthcare And Clinical AI Projects For Final Year, expertise aligns with benchmarking and longitudinal analysis.
Medical Imaging AI Specialist:
This role focuses on designing diagnostic models for clinical imaging. IEEE research emphasizes robustness and accuracy.
In Healthcare And Clinical AI Projects For Final Year, skills align with benchmark driven evaluation and reproducibility.
AI System Architect – Clinical Analytics:
System architects design scalable clinical analytics platforms. IEEE literature stresses architectural reliability.
In Healthcare And Clinical AI Projects For Final Year, conceptual understanding supports system level evaluation planning.
Applied Clinical Research Scientist:
This role explores advanced AI methods for healthcare applications. IEEE expectations include reproducibility and methodological rigor.
In Healthcare And Clinical AI Projects For Final Year, expertise aligns with experimental design and publication readiness.
IEEE Healthcare And Clinical AI Projects - FAQ
What are some good project ideas in IEEE Healthcare And Clinical AI domain?
Good project ideas focus on disease prediction, clinical decision support modeling, medical image analytics, and evaluation driven healthcare workflows.
What are trending Healthcare And Clinical AI projects?
Trending projects emphasize diagnostic prediction, patient risk stratification, clinical workflow analytics, and benchmark driven evaluation.
What are top IEEE Healthcare And Clinical AI projects in 2026?
Top projects in 2026 highlight scalable clinical analytics pipelines, reproducible evaluation frameworks, and robust diagnostic modeling.
Is IEEE Healthcare And Clinical AI suitable for final-year projects?
The domain is suitable due to strong IEEE relevance, standardized evaluation practices, and real world applicability in healthcare analytics.
Which evaluation metrics are commonly used in clinical AI research?
IEEE aligned research evaluates models using diagnostic accuracy, sensitivity, specificity, ROC AUC, and temporal validation metrics.
Can Healthcare And Clinical AI projects be extended into IEEE papers?
Yes, projects can be extended through comparative diagnostic studies, robustness evaluation, and benchmark driven clinical analysis.
What makes an IEEE Healthcare And Clinical AI project strong?
Strong projects demonstrate clear clinical problem formulation, reproducible evaluation pipelines, and measurable performance improvements.
How is scalability handled in clinical AI projects?
Scalability is handled through modular analytics pipelines, controlled evaluation processes, and validation across increasing patient data volumes.
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