IEEE Journal of Biomedical and Health Informatics

(The H4-Index of IEEE Journal of Biomedical and Health Informatics is 62. 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 2020-04-01 to 2024-04-01.)
Multi-Scale Self-Guided Attention for Medical Image Segmentation286
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach244
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images240
AI in Medical Imaging Informatics: Current Challenges and Future Directions221
Unsupervised 3D End-to-End Medical Image Registration With Volume Tweening Network153
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL150
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification With Chest CT148
A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation143
Secure Health Data Sharing for Medical Cyber-Physical Systems for the Healthcare 4.0142
Contrastive Cross-Site Learning With Redesigned Net for COVID-19 CT Classification140
Decentralized Authentication of Distributed Patients in Hospital Networks Using Blockchain137
A Patient-Centric Health Information Exchange Framework Using Blockchain Technology135
Multi-Task Joint Learning Model for Segmenting and Classifying Tongue Images Using a Deep Neural Network127
Emotion Recognition From Multi-Channel EEG via Deep Forest125
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation120
Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears115
Hard Attention Net for Automatic Retinal Vessel Segmentation108
COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network103
Measuring Domain Shift for Deep Learning in Histopathology99
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method97
Inter-Patient ECG Classification With Symbolic Representations and Multi-Perspective Convolutional Neural Networks97
A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia From EEG Connectivity Patterns96
Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies94
Deep Learning for Diabetes: A Systematic Review94
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography93
A Residual Based Attention Model for EEG Based Sleep Staging92
Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection90
Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images—Role of Multiscale Decision Aggregation and Data Augmentation88
Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals87
A Multimodal Wearable System for Continuous and Real-Time Breathing Pattern Monitoring During Daily Activity87
Multi-Class Skin Lesion Detection and Classification via Teledermatology86
On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT85
Multimodal Data Analysis of Alzheimer's Disease Based on Clustering Evolutionary Random Forest83
Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN)82
A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram81
An End-to-End Multi-Task Deep Learning Framework for Skin Lesion Analysis79
Localizing B-Lines in Lung Ultrasonography by Weakly Supervised Deep Learning, In-Vivo Results78
GP-CNN-DTEL: Global-Part CNN Model With Data-Transformed Ensemble Learning for Skin Lesion Classification78
Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification78
An Efficient Ciphertext-Policy Weighted Attribute-Based Encryption for the Internet of Health Things78
Label Co-Occurrence Learning With Graph Convolutional Networks for Multi-Label Chest X-Ray Image Classification78
Deep Learning on Computerized Analysis of Chronic Obstructive Pulmonary Disease77
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation75
Image-Based Food Classification and Volume Estimation for Dietary Assessment: A Review74
Computer-Aided Diagnosis in Histopathological Images of the Endometrium Using a Convolutional Neural Network and Attention Mechanisms74
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification73
Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images73
A Secure IoT-Based Modern Healthcare System With Fault-Tolerant Decision Making Process73
Deep Learning-Based Classification of Liver Cancer Histopathology Images Using Only Global Labels72
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection71
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection70
Joint Prediction of Breast Cancer Histological Grade and Ki-67 Expression Level Based on DCE-MRI and DWI Radiomics69
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract69
DeepAVP: A Dual-Channel Deep Neural Network for Identifying Variable-Length Antiviral Peptides68
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-Center Study66
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification66
Clinical Interpretable Deep Learning Model for Glaucoma Diagnosis66
Limitations of Transformers on Clinical Text Classification65
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning64
Deep Learning Classification of Neuro-Emotional Phase Domain Complexity Levels Induced by Affective Video Film Clips64
CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications63
Attention-Guided Deep Neural Network With Multi-Scale Feature Fusion for Liver Vessel Segmentation62
Multi-Level Multi-Modality Fusion Radiomics: Application to PET and CT Imaging for Prognostication of Head and Neck Cancer62
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition62
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System62