OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Journal of Biomedical and Health Informatics is 61. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Multi-Scale Self-Guided Attention for Medical Image Segmentation	339
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images	260
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL	184
A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation	180
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation	154
Emotion Recognition From Multi-Channel EEG via Deep Forest	148
Hard Attention Net for Automatic Retinal Vessel Segmentation	125
Measuring Domain Shift for Deep Learning in Histopathology	122
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method	119
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography	119
Deep Learning for Diabetes: A Systematic Review	115
COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network	110
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification	108
On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT	105
Multi-Class Skin Lesion Detection and Classification via Teledermatology	99
A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram	97
Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images	92
Human Gait Analysis in Neurodegenerative Diseases: A Review	91
Classification of Alzheimer’s Disease Using Ensemble of Deep Neural Networks Trained Through Transfer Learning	90
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation	89
An Efficient Ciphertext-Policy Weighted Attribute-Based Encryption for the Internet of Health Things	89
A Secure IoT-Based Modern Healthcare System With Fault-Tolerant Decision Making Process	84
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System	83
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition	82
Limitations of Transformers on Clinical Text Classification	82

Federated-Learning Based Privacy Preservation and Fraud-Enabled Blockchain IoMT System for Healthcare	80
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection	79
Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey	78
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract	78
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-Center Study	78
Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images—The ACDC@LungHP Challenge 2019	77
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis Using Structural MRI	76
HDC-Net: Hierarchical Decoupled Convolution Network for Brain Tumor Segmentation	76
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images	75
Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data	73
Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease	72
Attention-Guided Deep Neural Network With Multi-Scale Feature Fusion for Liver Vessel Segmentation	71
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification	71
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning	71
Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression	70
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data With Competing Risks	70
CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications	70
Fall Detection With UWB Radars and CNN-LSTM Architecture	70
Accurate Retinal Vessel Segmentation in Color Fundus Images via Fully Attention-Based Networks	69
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment	67
Multi-Receptive-Field CNN for Semantic Segmentation of Medical Images	66
Distant Domain Transfer Learning for Medical Imaging	66
IoMT: A COVID-19 Healthcare System Driven by Federated Learning and Blockchain	66
Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation	66
Hybrid Intelligence-Driven Medical Image Recognition for Remote Patient Diagnosis in Internet of Medical Things	65
Multi-Level Attention Network for Retinal Vessel Segmentation	64
A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study	64
Predicting Brain Age Using Machine Learning Algorithms: A Comprehensive Evaluation	64
Automatic Eyeblink Artifact Removal From EEG Signal Using Wavelet Transform With Heuristically Optimized Threshold	63
An Intrusion Detection Mechanism for Secured IoMT Framework Based on Swarm-Neural Network	63
Early Detection of Alzheimer's Disease with Blood Plasma Proteins Using Support Vector Machines	63
Privacy-Preserving Federated Learning for Internet of Medical Things Under Edge Computing	62
Tufts Dental Database: A Multimodal Panoramic X-Ray Dataset for Benchmarking Diagnostic Systems	62
A Deep Learning Method for Breast Cancer Classification in the Pathology Images	61
Deep Anatomical Context Feature Learning for Cephalometric Landmark Detection	61
Wearable Cuff-Less Blood Pressure Estimation at Home via Pulse Transit Time	61