IEEE Biomedical & Bioinformatics Projects - IEEE Domain Overview
Biomedical and bioinformatics represent an industry domain focused on extracting actionable insights from complex biological, clinical, and molecular data using computational and analytical techniques. IEEE Biomedical & Bioinformatics Projects emphasize structured data modeling, biological pattern discovery, and evaluation driven validation, aligning with industry requirements for accuracy, reproducibility, and regulatory compatibility.
Within industrial research environments, Biomedical & Bioinformatics Projects For Final Year are framed around scalable analytical pipelines that integrate heterogeneous biological datasets. IEEE methodologies prioritize statistically sound evaluation, cross dataset validation, and transparent reporting, making this domain suitable for research grade experimentation and industry aligned analytical development.
Biomedical & Bioinformatics Projects For Final Year IEEE 2026 Titles[/span]
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: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-25-0289 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: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: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-25-0115 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-25-0047 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: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: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: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: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-25-0141 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: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: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-25-0310 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: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: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: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: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: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:MAC-25-0011 Published on: Jul 2025
Base Paper Title:
A Comparative Study of Sequence Clustering Algorithms
Data Type: Text Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics
Applications: None
Algorithms: Classical ML Algorithms
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: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: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: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: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:NET-25-0052 Published on: Jun 2025
Base Paper Title:
Time Series Forecasting Based on Temporal Networks Evolution and Dynamic Constraints
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Finance & FinTech, Biomedical & Bioinformatics
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms
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: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-25-0084 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: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: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-25-0070 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: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-25-0210 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-25-0003 Published on: May 2025
Base Paper Title:
PIONet: A Positional Encoding Integrated Onehot Feature-Based RNA-Binding Protein Classification Using Deep Neural Network
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics
Applications: None
Algorithms: CNN, Transfer Learning, Residual Network, Deep Neural Networks
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: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-25-0156 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: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-25-0137 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: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: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: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-25-0129 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: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: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: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: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: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-25-0109 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: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: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: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-25-0016 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: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: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: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-25-0223 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: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: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-25-0058 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-25-0285 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: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: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
Biomedical & Bioinformatics Projects For Students - Key Algorithm Variants
Biological Sequence Analysis Algorithms:
Sequence analysis algorithms focus on identifying patterns, similarities, and variations within biological sequences such as DNA or proteins. IEEE Biomedical & Bioinformatics Projects evaluate these algorithms using benchmark driven accuracy and statistical validation.
Biomedical & Bioinformatics Projects For Final Year emphasize reproducible sequence alignment, motif discovery, and comparative analysis under standardized evaluation protocols.
Biomedical Signal Processing Models:
Signal processing models analyze physiological signals for meaningful pattern extraction. IEEE Biomedical & Bioinformatics Projects study noise robustness, feature stability, and validation consistency.
Biomedical & Bioinformatics Projects For Students focus on evaluation driven analysis of signal transformations and metric reliability.
Graph Based Biological Network Analysis:
Graph based models represent biological interactions as structured networks. IEEE Biomedical & Bioinformatics Projects evaluate connectivity patterns and topological robustness.
Final Year Biomedical & Bioinformatics Projects analyze network stability and biological relevance using reproducible graph metrics.
Statistical Learning for Clinical Data:
Statistical learning models support inference from structured clinical datasets. IEEE Biomedical & Bioinformatics Projects emphasize interpretability and validation transparency.
Biomedical & Bioinformatics Projects For Final Year study model generalization through cross cohort evaluation.
Integrative Multi Omics Analysis:
Multi omics analysis integrates diverse biological data sources into unified analytical pipelines. IEEE Biomedical & Bioinformatics Projects evaluate integration consistency and biological insight validity.
Biomedical & Bioinformatics Projects For Students focus on reproducible fusion strategies and benchmark aligned evaluation.
Final Year Biomedical & Bioinformatics Projects - Wisen TMER-V Methodology
T — Task What primary task (& extensions, if any) does the IEEE journal address?
- Tasks focus on computational analysis of biological, clinical, and molecular data to extract interpretable patterns.
- IEEE research evaluates task performance through statistical validity and reproducibility.
- Sequence analysis
- Signal interpretation
- Clinical data modeling
M — Method What IEEE base paper algorithm(s) or architectures are used to solve the task?
- Methods rely on analytical modeling, statistical learning, and graph based representations.
- IEEE literature emphasizes interpretability and validation transparency.
- Statistical inference models
- Network based analysis
- Data integration strategies
E — Enhancement What enhancements are proposed to improve upon the base paper algorithm?
- Enhancements improve robustness, scalability, and biological relevance of analytical pipelines.
- Hybrid analytical approaches are commonly explored.
- Noise reduction techniques
- Cross dataset generalization
- Integration optimization
R — Results Why do the enhancements perform better than the base paper algorithm?
- Experimental evaluation demonstrates improved analytical accuracy and biological insight consistency.
- Results are reported with standardized IEEE metrics.
- Statistical significance gains
- Improved predictive stability
- Consistent biological interpretation
V — Validation How are the enhancements scientifically validated?
- Validation follows IEEE aligned benchmarking and cross cohort evaluation protocols.
- Reproducibility and transparency are emphasized.
- Cross dataset validation
- Statistical robustness checks
- Reproducibility assessment
Biomedical & Bioinformatics Projects For Final Year - Libraries & Frameworks
Python Scientific Stack:
Python based scientific libraries support numerical computation and biological data analysis. IEEE Biomedical & Bioinformatics Projects use these tools to build reproducible analytical pipelines.
Biomedical & Bioinformatics Projects For Final Year rely on deterministic computation and transparent evaluation.
Biopython:
Biopython provides specialized utilities for biological sequence analysis. IEEE Biomedical & Bioinformatics Projects use it for standardized sequence processing and validation.
Biomedical & Bioinformatics Projects For Students benefit from reproducible bioinformatics workflows.
R Statistical Ecosystem:
R supports advanced statistical modeling and visualization for biomedical data. IEEE Biomedical & Bioinformatics Projects emphasize statistical rigor using R based analysis.
Final Year Biomedical & Bioinformatics Projects rely on R for transparent statistical validation.
NumPy and SciPy:
These libraries enable efficient numerical operations and optimization. IEEE Biomedical & Bioinformatics Projects depend on them for reproducible metric computation.
Biomedical & Bioinformatics Projects For Final Year use them to ensure analytical consistency.
Pandas:
Pandas supports structured data handling for clinical and biological datasets. IEEE Biomedical & Bioinformatics Projects use it to manage complex tabular data.
Biomedical & Bioinformatics Projects For Students rely on it for reproducible data preprocessing.
Biomedical & Bioinformatics Projects For Students - Real World Applications
Clinical Decision Support Systems:
Biomedical analytics support data driven clinical insights. IEEE Biomedical & Bioinformatics Projects evaluate decision reliability using validated datasets.
Biomedical & Bioinformatics Projects For Final Year emphasize reproducible evaluation.
Genomic Variant Analysis:
Bioinformatics enables identification of genomic variations. IEEE Biomedical & Bioinformatics Projects focus on analytical accuracy and validation.
Final Year Biomedical & Bioinformatics Projects analyze consistency across cohorts.
Drug Discovery and Target Analysis:
Computational analysis accelerates drug target identification. IEEE Biomedical & Bioinformatics Projects evaluate biological relevance.
Biomedical & Bioinformatics Projects For Students focus on benchmark aligned validation.
Biomedical Signal Interpretation:
Signal interpretation supports diagnosis and monitoring. IEEE Biomedical & Bioinformatics Projects emphasize noise robustness.
Biomedical & Bioinformatics Projects For Final Year evaluate signal consistency.
Systems Biology Modeling:
Systems biology integrates complex biological interactions. IEEE Biomedical & Bioinformatics Projects evaluate model stability.
Final Year Biomedical & Bioinformatics Projects emphasize reproducible modeling.
Final Year Biomedical & Bioinformatics Projects - Conceptual Foundations
Biomedical and bioinformatics as an industry domain is conceptually centered on the computational interpretation of biological, molecular, and clinical data to derive actionable insights. IEEE Biomedical & Bioinformatics Projects emphasize the transformation of raw biological measurements into structured representations that can be statistically analyzed, validated, and compared across cohorts. This conceptual foundation aligns with IEEE research practices that prioritize interpretability, reproducibility, and evidence driven biological inference.
From a research alignment perspective, Biomedical & Bioinformatics Projects For Final Year are framed around evaluation centric analytical pipelines rather than isolated algorithmic performance. IEEE methodologies emphasize statistically sound experimentation, cross dataset validation, and transparent reporting of biological relevance. This ensures that analytical outcomes are not only computationally accurate but also biologically meaningful and reproducible across studies.
Conceptually, biomedical and bioinformatics research intersects with multiple computational domains that support structured biological analysis. Foundational perspectives from areas such as classification and data science provide context for predictive modeling and statistical evaluation. Additionally, integrative insights from big data research help position bioinformatics pipelines within scalable IEEE aligned analytical frameworks.
Biomedical & Bioinformatics Projects For Final Year - Why Choose Wisen
Wisen supports IEEE Biomedical & Bioinformatics Projects through evaluation driven analytical guidance, research aligned methodology, and reproducible industry oriented implementation practices.
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Evaluation Centric Biomedical Analysis
Wisen structures IEEE Biomedical & Bioinformatics Projects around statistically validated evaluation protocols, ensuring analytical outcomes meet IEEE research expectations.
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Research Aligned Bioinformatics Pipelines
Biomedical & Bioinformatics Projects For Final Year are guided using pipelines commonly reported in IEEE literature, emphasizing reproducibility and biological relevance.
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Benchmark Driven Experimental Design
Wisen emphasizes benchmark based comparison and cross dataset validation to ensure analytical consistency in IEEE Biomedical & Bioinformatics Projects.
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Publication Ready Methodological Framing
Projects are aligned with IEEE reporting standards, supporting extension toward journal and conference level research publications.
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Industry Scalable Analytical Practices
Wisen ensures biomedical and bioinformatics analyses follow scalable and reproducible practices suitable for industry aligned research environments.
Biomedical & Bioinformatics Projects For Students - IEEE Research Areas
Computational Genomics and Proteomics:
This research area focuses on large scale analysis of genomic and proteomic data to identify biological patterns and functional insights. IEEE Biomedical & Bioinformatics Projects emphasize reproducible sequence analysis and statistical validation.
Biomedical & Bioinformatics Projects For Final Year evaluate analytical consistency across datasets and biological conditions.
Clinical Data Analytics and Modeling:
Clinical analytics research studies structured patient data for predictive and diagnostic modeling. IEEE Biomedical & Bioinformatics Projects emphasize interpretability and evaluation transparency.
Biomedical & Bioinformatics Projects For Final Year analyze model generalization through cross cohort validation.
Biomedical Signal and Image Analytics:
This area investigates analytical modeling of physiological signals and biomedical images. IEEE Biomedical & Bioinformatics Projects focus on robustness and noise resilience.
Biomedical & Bioinformatics Projects For Final Year emphasize metric driven validation and reproducibility.
Systems Biology and Network Modeling:
Systems biology research models complex biological interactions using network representations. IEEE Biomedical & Bioinformatics Projects evaluate stability and biological relevance.
Biomedical & Bioinformatics Projects For Final Year analyze network consistency through standardized graph metrics.
Integrative and Multi Omics Analysis:
This research area integrates heterogeneous biological data sources into unified analytical frameworks. IEEE Biomedical & Bioinformatics Projects emphasize fusion consistency and validation rigor.
Biomedical & Bioinformatics
Final Year Biomedical & Bioinformatics Projects - Career Outcomes
Biomedical Data Scientist:
This role focuses on analyzing biological and clinical datasets using statistically validated methods. IEEE Biomedical & Bioinformatics Projects provide experience in evaluation driven analytical modeling.
Biomedical & Bioinformatics Projects For Final Year align with responsibilities involving reproducible data analysis and reporting.
Bioinformatics Research Engineer:
Research engineers design and validate computational pipelines for biological data analysis. IEEE Biomedical & Bioinformatics Projects emphasize pipeline reproducibility and benchmarking.
Biomedical & Bioinformatics Projects For Students support research oriented engineering skill development.
Clinical Analytics Specialist:
This role centers on extracting insights from clinical datasets for decision support. IEEE Biomedical & Bioinformatics Projects emphasize interpretability and validation rigor.
Biomedical & Bioinformatics Projects For Final Year align with analytical responsibilities in clinical research environments.
Systems Biology Analyst:
Systems biology analysts study biological interaction networks and pathway models. IEEE Biomedical & Bioinformatics Projects emphasize network stability and biological relevance.
Biomedical & Bioinformatics Projects For Students support analytical reasoning in complex biological systems.
Computational Biology Research Scientist:
Research scientists focus on advancing computational methods for biological analysis. IEEE Biomedical & Bioinformatics Projects emphasize experimental rigor and evaluation transparency.
Biomedical & Bioinformatics Projects For Final Year reflect the research practices expected in scientific and industrial research roles.
IEEE Biomedical & Bioinformatics Projects - FAQ
What are some good project ideas in IEEE Biomedical & Bioinformatics Domain Projects for a final-year student?
Good project ideas focus on computational analysis of biological datasets, biomedical signal modeling, and evaluation using IEEE aligned bioinformatics benchmarks.
What are trending Biomedical & Bioinformatics Projects For Final Year?
Trending projects emphasize large scale biological data analysis, integrative bioinformatics workflows, and evaluation driven biomedical modeling approaches.
What are top IEEE Biomedical & Bioinformatics Projects in 2026?
Top projects in 2026 emphasize reproducible biomedical pipelines, analytical validation, and benchmark aligned research experimentation.
Is the IEEE Biomedical & Bioinformatics domain suitable or best for final-year projects?
The domain is suitable due to strong IEEE research grounding, availability of benchmark biological datasets, and evaluation focused analytical scope.
Which evaluation practices are common in biomedical and bioinformatics research?
IEEE aligned biomedical research commonly applies statistical validation, cross dataset evaluation, and reproducible benchmarking protocols.
How are bioinformatics models validated in IEEE studies?
Bioinformatics models are validated using benchmark comparison, statistical significance analysis, and controlled experimental workflows.
Can IEEE Biomedical & Bioinformatics Projects be extended for research publications?
Projects can be extended through analytical enhancements, evaluation refinement, and comparative studies aligned with IEEE publication standards.
What makes an IEEE Biomedical & Bioinformatics project strong in evaluation context?
A strong project demonstrates clear biological problem formulation, reproducible analysis pipelines, metric transparency, and benchmark alignment.
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