IEEE Journal of Biomedical and Health Informatics

Papers
(The H4-Index of IEEE Journal of Biomedical and Health Informatics is 63. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-07-01 to 2024-07-01.)
ArticleCitations
Multi-Scale Self-Guided Attention for Medical Image Segmentation308
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images253
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach252
AI in Medical Imaging Informatics: Current Challenges and Future Directions247
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL166
A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation160
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification With Chest CT153
Contrastive Cross-Site Learning With Redesigned Net for COVID-19 CT Classification148
Decentralized Authentication of Distributed Patients in Hospital Networks Using Blockchain146
Secure Health Data Sharing for Medical Cyber-Physical Systems for the Healthcare 4.0145
A Patient-Centric Health Information Exchange Framework Using Blockchain Technology145
Emotion Recognition From Multi-Channel EEG via Deep Forest136
Multi-Task Joint Learning Model for Segmenting and Classifying Tongue Images Using a Deep Neural Network136
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation129
Hard Attention Net for Automatic Retinal Vessel Segmentation117
Measuring Domain Shift for Deep Learning in Histopathology110
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography107
Deep Learning for Diabetes: A Systematic Review105
Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies104
COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network104
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method104
Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection104
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification98
A Residual Based Attention Model for EEG Based Sleep Staging97
Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN)95
Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals94
Multi-Class Skin Lesion Detection and Classification via Teledermatology94
On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT93
A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram93
A Multimodal Wearable System for Continuous and Real-Time Breathing Pattern Monitoring During Daily Activity88
Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images87
Multimodal Data Analysis of Alzheimer's Disease Based on Clustering Evolutionary Random Forest87
An End-to-End Multi-Task Deep Learning Framework for Skin Lesion Analysis86
GP-CNN-DTEL: Global-Part CNN Model With Data-Transformed Ensemble Learning for Skin Lesion Classification85
An Efficient Ciphertext-Policy Weighted Attribute-Based Encryption for the Internet of Health Things85
Label Co-Occurrence Learning With Graph Convolutional Networks for Multi-Label Chest X-Ray Image Classification85
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation83
A Secure IoT-Based Modern Healthcare System With Fault-Tolerant Decision Making Process78
Human Gait Analysis in Neurodegenerative Diseases: A Review77
Limitations of Transformers on Clinical Text Classification77
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection77
Image-Based Food Classification and Volume Estimation for Dietary Assessment: A Review76
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract74
Classification of Alzheimer’s Disease Using Ensemble of Deep Neural Networks Trained Through Transfer Learning74
DeepAVP: A Dual-Channel Deep Neural Network for Identifying Variable-Length Antiviral Peptides73
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System72
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-Center Study72
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection72
CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications69
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images69
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition69
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification68
HDC-Net: Hierarchical Decoupled Convolution Network for Brain Tumor Segmentation68
Federated-Learning Based Privacy Preservation and Fraud-Enabled Blockchain IoMT System for Healthcare68
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning68
Attention-Guided Deep Neural Network With Multi-Scale Feature Fusion for Liver Vessel Segmentation67
Deep Learning for Fall Risk Assessment With Inertial Sensors: Utilizing Domain Knowledge in Spatio-Temporal Gait Parameters66
Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data66
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection66
Multi-Level Multi-Modality Fusion Radiomics: Application to PET and CT Imaging for Prognostication of Head and Neck Cancer65
Accurate Retinal Vessel Segmentation in Color Fundus Images via Fully Attention-Based Networks64
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data With Competing Risks63
Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey63
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis Using Structural MRI63
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