IEEE Journal of Biomedical and Health Informatics

Article	Citations
Multi-Scale Self-Guided Attention for Medical Image Segmentation	308
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images	253
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach	252
AI in Medical Imaging Informatics: Current Challenges and Future Directions	247
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL	166
A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation	160
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification With Chest CT	153
Contrastive Cross-Site Learning With Redesigned Net for COVID-19 CT Classification	148
Decentralized Authentication of Distributed Patients in Hospital Networks Using Blockchain	146
A Patient-Centric Health Information Exchange Framework Using Blockchain Technology	145
Secure Health Data Sharing for Medical Cyber-Physical Systems for the Healthcare 4.0	145
Emotion Recognition From Multi-Channel EEG via Deep Forest	136
Multi-Task Joint Learning Model for Segmenting and Classifying Tongue Images Using a Deep Neural Network	136
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation	129
Hard Attention Net for Automatic Retinal Vessel Segmentation	117
Measuring Domain Shift for Deep Learning in Histopathology	110
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography	107
Deep Learning for Diabetes: A Systematic Review	105
COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network	104
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method	104
Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection	104
Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies	104
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification	98
A Residual Based Attention Model for EEG Based Sleep Staging	97
Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN)	95

Multi-Class Skin Lesion Detection and Classification via Teledermatology	94
Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals	94
A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram	93
On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT	93
A Multimodal Wearable System for Continuous and Real-Time Breathing Pattern Monitoring During Daily Activity	88
Multimodal Data Analysis of Alzheimer's Disease Based on Clustering Evolutionary Random Forest	87
Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images	87
An End-to-End Multi-Task Deep Learning Framework for Skin Lesion Analysis	86
An Efficient Ciphertext-Policy Weighted Attribute-Based Encryption for the Internet of Health Things	85
Label Co-Occurrence Learning With Graph Convolutional Networks for Multi-Label Chest X-Ray Image Classification	85
GP-CNN-DTEL: Global-Part CNN Model With Data-Transformed Ensemble Learning for Skin Lesion Classification	85
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation	83
A Secure IoT-Based Modern Healthcare System With Fault-Tolerant Decision Making Process	78
Limitations of Transformers on Clinical Text Classification	77
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection	77
Human Gait Analysis in Neurodegenerative Diseases: A Review	77
Image-Based Food Classification and Volume Estimation for Dietary Assessment: A Review	76
Classification of Alzheimer’s Disease Using Ensemble of Deep Neural Networks Trained Through Transfer Learning	74
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract	74
DeepAVP: A Dual-Channel Deep Neural Network for Identifying Variable-Length Antiviral Peptides	73
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-Center Study	72
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection	72
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System	72
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images	69
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition	69
CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications	69
Federated-Learning Based Privacy Preservation and Fraud-Enabled Blockchain IoMT System for Healthcare	68
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning	68
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification	68
HDC-Net: Hierarchical Decoupled Convolution Network for Brain Tumor Segmentation	68
Attention-Guided Deep Neural Network With Multi-Scale Feature Fusion for Liver Vessel Segmentation	67
Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data	66
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection	66
Deep Learning for Fall Risk Assessment With Inertial Sensors: Utilizing Domain Knowledge in Spatio-Temporal Gait Parameters	66
Multi-Level Multi-Modality Fusion Radiomics: Application to PET and CT Imaging for Prognostication of Head and Neck Cancer	65
Accurate Retinal Vessel Segmentation in Color Fundus Images via Fully Attention-Based Networks	64
Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey	63
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis Using Structural MRI	63
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data With Competing Risks	63
Multi-Receptive-Field CNN for Semantic Segmentation of Medical Images	61
Hybrid Intelligence-Driven Medical Image Recognition for Remote Patient Diagnosis in Internet of Medical Things	61
Distant Domain Transfer Learning for Medical Imaging	61
A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study	61
Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease	60
Automatic Eyeblink Artifact Removal From EEG Signal Using Wavelet Transform With Heuristically Optimized Threshold	60
Fall Detection With UWB Radars and CNN-LSTM Architecture	59
IoMT: A COVID-19 Healthcare System Driven by Federated Learning and Blockchain	59
Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images—The ACDC@LungHP Challenge 2019	59
Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank	58
An Intrusion Detection Mechanism for Secured IoMT Framework Based on Swarm-Neural Network	57

Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression	57
Federated Machine Learning for Detection of Skin Diseases and Enhancement of Internet of Medical Things (IoMT) Security	57
Classification of Severe and Critical Covid-19 Using Deep Learning and Radiomics	57
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment	56
Wearable Cuff-Less Blood Pressure Estimation at Home via Pulse Transit Time	56
Early Detection of Alzheimer's Disease with Blood Plasma Proteins Using Support Vector Machines	56
PopPhy-CNN: A Phylogenetic Tree Embedded Architecture for Convolutional Neural Networks to Predict Host Phenotype From Metagenomic Data	56
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation	55
Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation	55
Prediction of Alzheimer's Disease Progression with Multi-Information Generative Adversarial Network	55
MI-UNet: Multi-Inputs UNet Incorporating Brain Parcellation for Stroke Lesion Segmentation From T1-Weighted Magnetic Resonance Images	55
COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks	55
Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation	55
Privacy-Preserving Federated Learning for Internet of Medical Things Under Edge Computing	54
Deep Anatomical Context Feature Learning for Cephalometric Landmark Detection	54
Auto-Metric Graph Neural Network Based on a Meta-Learning Strategy for the Diagnosis of Alzheimer's Disease	54
UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification	54
Multi-Level Attention Network for Retinal Vessel Segmentation	54
A Privacy-Preserving Cross-Domain Healthcare Wearables Recommendation Algorithm Based on Domain-Dependent and Domain-Independent Feature Fusion	53
A Home Telemedicine System for Continuous Respiratory Monitoring	53
Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI	53
Tufts Dental Database: A Multimodal Panoramic X-Ray Dataset for Benchmarking Diagnostic Systems	52
Predicting Brain Age Using Machine Learning Algorithms: A Comprehensive Evaluation	52
Simultaneous Diagnosis of Severity and Features of Diabetic Retinopathy in Fundus Photography Using Deep Learning	52
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images	51
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets	51
A Deep Learning Method for Breast Cancer Classification in the Pathology Images	51
Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses	51
DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation	51
A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis	51
“Automatic Ingestion Monitor Version 2” – A Novel Wearable Device for Automatic Food Intake Detection and Passive Capture of Food Images	50
SleepPoseNet: Multi-View Learning for Sleep Postural Transition Recognition Using UWB	50
A Privacy-Preserving Mobile and Fog Computing Framework to Trace and Prevent COVID-19 Community Transmission	50
Fetal ECG Extraction From Maternal ECG Using Attention-Based CycleGAN	49
Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks	49
A Deep Learning-Based Chemical System for QSAR Prediction	48
Toward a Wearable System for Predicting Freezing of Gait in People Affected by Parkinson's Disease	48
Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective	48
Unsupervised Eye Blink Artifact Detection From EEG With Gaussian Mixture Model	48
Deep Matrix Factorization Improves Prediction of Human CircRNA-Disease Associations	48
An Automatic R and T Peak Detection Method Based on the Combination of Hierarchical Clustering and Discrete Wavelet Transform	48
Personalized Blood Pressure Estimation Using Photoplethysmography: A Transfer Learning Approach	47
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears	46
Reinventing 2D Convolutions for 3D Images	46
Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method	46
ELEMENT: Multi-Modal Retinal Vessel Segmentation Based on a Coupled Region Growing and Machine Learning Approach	46
M$^3$Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening From CT Imaging	46
Ophthalmic Disease Detection via Deep Learning With a Novel Mixture Loss Function	46
Single Volume Image Generator and Deep Learning-Based ASD Classification	45
Personalized Real-Time Federated Learning for Epileptic Seizure Detection	45
Machine Learning Based Suicide Ideation Prediction for Military Personnel	44
A Combinatorial Deep Learning Structure for Precise Depth of Anesthesia Estimation From EEG Signals	44
Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture	44
PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings	44
Epileptic Seizure Classification With Symmetric and Hybrid Bilinear Models	44
COVID-19 in CXR: From Detection and Severity Scoring to Patient Disease Monitoring	44
Detecting Parkinsonian Tremor From IMU Data Collected in-the-Wild Using Deep Multiple-Instance Learning	44
EEG Fingerprints of Task-Independent Mental Workload Discrimination	43
Lesion Location Attention Guided Network for Multi-Label Thoracic Disease Classification in Chest X-Rays	43
Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning	43
A Network-Based Stochastic Epidemic Simulator: Controlling COVID-19 With Region-Specific Policies	43
Machine Learning Techniques for Ophthalmic Data Processing: A Review	43
Doppler Radar for the Extraction of Biomechanical Parameters in Gait Analysis	42
A Heart Rate Monitoring Framework for Real-World Drivers Using Remote Photoplethysmography	42
Machine Learning for Real-Time Heart Disease Prediction	42
Cervical Cancer Diagnostics Healthcare System Using Hybrid Object Detection Adversarial Networks	42
Wearables and Deep Learning Classify Fall Risk From Gait in Multiple Sclerosis	41
VaCoChain: Blockchain-Based 5G-Assisted UAV Vaccine Distribution Scheme for Future Pandemics	41
Validation of Inertial Sensing-Based Wearable Device for Tremor and Bradykinesia Quantification	41
Aspect Based Twitter Sentiment Analysis on Vaccination and Vaccine Types in COVID-19 Pandemic With Deep Learning	41
Multi-Res-Attention UNet: A CNN Model for the Segmentation of Focal Cortical Dysplasia Lesions from Magnetic Resonance Images	41
RAG-FW: A Hybrid Convolutional Framework for the Automated Extraction of Retinal Lesions and Lesion-Influenced Grading of Human Retinal Pathology	41
Disease Prediction via Graph Neural Networks	41
EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism	41
Human Activity Recognition Based on Dynamic Active Learning	41
Boundary Constraint Network With Cross Layer Feature Integration for Polyp Segmentation	41
An Improved Neural Network Based on SENet for Sleep Stage Classification	41
Predicting Drug Response Based on Multi-Omics Fusion and Graph Convolution	41
Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability	40
Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection	40

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification	40
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks	40
5G in Healthcare: From COVID-19 to Future Challenges	40
TAPER: Time-Aware Patient EHR Representation	40
Continuous PPG-Based Blood Pressure Monitoring Using Multi-Linear Regression	39
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals	39
Cuff-Less Blood Pressure Estimation From Photoplethysmography via Visibility Graph and Transfer Learning	39
Deep Neural Networks for Survival Analysis Using Pseudo Values	39
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure	39
Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images	39
Application of Robust Zero-Watermarking Scheme Based on Federated Learning for Securing the Healthcare Data	39
EMR-Based Phenotyping of Ischemic Stroke Using Supervised Machine Learning and Text Mining Techniques	39
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea	39
Atrial Fibrillation Detection During Sepsis: Study on MIMIC III ICU Data	39
Predicting miRNA-Disease Associations Based On Multi-View Variational Graph Auto-Encoder With Matrix Factorization	38
On the Physical Layer Security of Federated Learning Based IoMT Networks	38
Hyper-Graph Regularized Constrained NMF for Selecting Differentially Expressed Genes and Tumor Classification	38
End-to-End Deep Learning Model for Predicting Treatment Requirements in Neovascular AMD From Longitudinal Retinal OCT Imaging	38
Toward a Fully Automated Artificial Pancreas System Using a Bioinspired Reinforcement Learning Design: In Silico Validation	38
Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training	37
Privacy-Preserved Electronic Medical Record Exchanging and Sharing: A Blockchain-Based Smart Healthcare System	37
$\alpha$-Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States	37
DCPR-GAN: Dental Crown Prosthesis Restoration Using Two-Stage Generative Adversarial Networks	37
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation	37
IMU-Based Gait Normalcy Index Calculation for Clinical Evaluation of Impaired Gait	37
FABNet: Fusion Attention Block and Transfer Learning for Laryngeal Cancer Tumor Grading in P63 IHC Histopathology Images	37
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia	37
Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks	36
Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar	36
MobileUNet-FPN: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber Segmentation in Edge Computing Environments	36
Disrupting Healthcare Silos: Addressing Data Volume, Velocity and Variety With a Cloud-Native Healthcare Data Ingestion Service	36
MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images	36
Predicting Human lncRNA-Disease Associations Based on Geometric Matrix Completion	36
Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN	35
An Adaptive Kalman Filter Bank for ECG Denoising	35
SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging	35
A Multi-Stream Convolutional Neural Network for Classification of Progressive MCI in Alzheimer’s Disease Using Structural MRI Images	35
Non-invasive Monitoring of Three Glucose Ranges Based On ECG By Using DBSCAN-CNN	35
Multi-Modal MRI Image Synthesis via GAN With Multi-Scale Gate Mergence	35
Graph Convolutional Autoencoder and Fully-Connected Autoencoder with Attention Mechanism Based Method for Predicting Drug-Disease Associations	35
Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images	34
Feature Extraction Method Based on Filter Banks and Riemannian Tangent Space in Motor-Imagery BCI	34
Video-Based Detection of Generalized Tonic-Clonic Seizures Using Deep Learning	34
An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors	34
Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning	34
COVID-19 Optimizer Algorithm, Modeling and Controlling of Coronavirus Distribution Process	34
Convolutional Network With Twofold Feature Augmentation for Diabetic Retinopathy Recognition From Multi-Modal Images	34
Explainable AI for Medical Image Analysis in Medical Cyber-Physical Systems: Enhancing Transparency and Trustworthiness of IoMT	34
Securing Multimedia Using a Deep Learning Based Chaotic Logistic Map	34
An Artificial Intelligence Multiprocessing Scheme for the Diagnosis of Osteosarcoma MRI Images	34
Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on the Kaggle Competition and Validation Against Radiologists	34
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models	34
Explainable Diabetic Retinopathy Detection and Retinal Image Generation	34
Dehaze of Cataractous Retinal Images Using an Unpaired Generative Adversarial Network	33
Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare	33
PerAE: An Effective Personalized AutoEncoder for ECG-Based Biometric in Augmented Reality System	33
Detecting Medical Misinformation on Social Media Using Multimodal Deep Learning	33
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-Ray Images	33
Dynamic Autonomous Cross Consortium Chain Mechanism in e-Healthcare	33
Differential Diagnosis of Atypical Hepatocellular Carcinoma in Contrast-Enhanced Ultrasound Using Spatio-Temporal Diagnostic Semantics	33
Developing and Evaluating a Mixed Sensor Smart Chair System for Real-Time Posture Classification: Combining Pressure and Distance Sensors	33
CDP-UA: Cognitive Data Processing Method Wearable Sensor Data Uncertainty Analysis in the Internet of Things Assisted Smart Medical Healthcare Systems	33
Self-Supervised Multi-Modal Hybrid Fusion Network for Brain Tumor Segmentation	33
Lacsogram: A New EEG Tool to Diagnose Alzheimer's Disease	33
Gradient Boosting Machine and Efficient Combination of Features for Speech-Based Detection of COVID-19	33
Coarse-to-Fine Adversarial Networks and Zone-Based Uncertainty Analysis for NK/T-Cell Lymphoma Segmentation in CT/PET Images	33
Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease	33
EEGANet: Removal of Ocular Artifacts From the EEG Signal Using Generative Adversarial Networks	32
Toward Robust, Adaptiveand Reliable Upper-Limb Motion Estimation Using Machine Learning and Deep Learning–A Survey in Myoelectric Control	32
ML-Net: Multi-Channel Lightweight Network for Detecting Myocardial Infarction	32
Heartbeats Classification Using Hybrid Time-Frequency Analysis and Transfer Learning Based on ResNet	32
Cancelable HD-sEMG-Based Biometrics for Cross-Application Discrepant Personal Identification	31
Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder	31
Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images	31
Automatic Medical Code Assignment via Deep Learning Approach for Intelligent Healthcare	31
EMG Signal Filtering Based on Variational Mode Decomposition and Sub-Band Thresholding	31
Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation	31
RFormer: Transformer-Based Generative Adversarial Network for Real Fundus Image Restoration on a New Clinical Benchmark	31
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis	31
A Cascaded Multi-Stage Framework for Automatic Detection and Segmentation of Pulmonary Nodules in Developing Countries	31
AI-Driven Synthetic Biology for Non-Small Cell Lung Cancer Drug Effectiveness-Cost Analysis in Intelligent Assisted Medical Systems	31
Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance	31
Smartphone- and Smartwatch-Based Remote Characterisation of Ambulation in Multiple Sclerosis During the Two-Minute Walk Test	31
A Data Driven End-to-End Approach for In-the-Wild Monitoring of Eating Behavior Using Smartwatches	31
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets	31
Natural Language Processing for Mimicking Clinical Trial Recruitment in Critical Care: A Semi-Automated Simulation Based on the LeoPARDS Trial	30
Choquet Integral and Coalition Game-Based Ensemble of Deep Learning Models for COVID-19 Screening From Chest X-Ray Images	30
An Effective Semi-Supervised Approach for Liver CT Image Segmentation	30
Noncontact Monitoring of Heart Rate and Heart Rate Variability in Geriatric Patients Using Photoplethysmography Imaging	30
Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels	30
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation	30
MVFusFra: A Multi-View Dynamic Fusion Framework for Multimodal Brain Tumor Segmentation	30
Clouds Proportionate Medical Data Stream Analytics for Internet of Things-Based Healthcare Systems	30
Intelligent Assistant Diagnosis System of Osteosarcoma MRI Image Based on Transformer and Convolution in Developing Countries	30
GCSBA-Net: Gabor-Based and Cascade Squeeze Bi-Attention Network for Gland Segmentation	30