IEEE Journal of Biomedical and Health Informatics

Article	Citations
Multi-Scale Self-Guided Attention for Medical Image Segmentation	330
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images	260
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach	254
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL	175
A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation	172
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification With Chest CT	157
Secure Health Data Sharing for Medical Cyber-Physical Systems for the Healthcare 4.0	152
Contrastive Cross-Site Learning With Redesigned Net for COVID-19 CT Classification	151
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation	143
Emotion Recognition From Multi-Channel EEG via Deep Forest	142
Multi-Task Joint Learning Model for Segmenting and Classifying Tongue Images Using a Deep Neural Network	137
Hard Attention Net for Automatic Retinal Vessel Segmentation	122
Measuring Domain Shift for Deep Learning in Histopathology	119
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography	119
Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection	114
Deep Learning for Diabetes: A Systematic Review	111
Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies	110
COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network	109
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method	109
On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT	105
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification	105
A Residual Based Attention Model for EEG Based Sleep Staging	102
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
Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals	96

Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images	91
An End-to-End Multi-Task Deep Learning Framework for Skin Lesion Analysis	90
Multimodal Data Analysis of Alzheimer's Disease Based on Clustering Evolutionary Random Forest	89
An Efficient Ciphertext-Policy Weighted Attribute-Based Encryption for the Internet of Health Things	88
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation	87
GP-CNN-DTEL: Global-Part CNN Model With Data-Transformed Ensemble Learning for Skin Lesion Classification	86
Human Gait Analysis in Neurodegenerative Diseases: A Review	86
Limitations of Transformers on Clinical Text Classification	81
A Secure IoT-Based Modern Healthcare System With Fault-Tolerant Decision Making Process	81
DeepAVP: A Dual-Channel Deep Neural Network for Identifying Variable-Length Antiviral Peptides	79
Classification of Alzheimer’s Disease Using Ensemble of Deep Neural Networks Trained Through Transfer Learning	78
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System	78
Federated-Learning Based Privacy Preservation and Fraud-Enabled Blockchain IoMT System for Healthcare	77
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection	77
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-Center Study	76
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition	75
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract	75
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images	75
Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey	75
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection	74
HDC-Net: Hierarchical Decoupled Convolution Network for Brain Tumor Segmentation	73
Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data	72
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification	71
Attention-Guided Deep Neural Network With Multi-Scale Feature Fusion for Liver Vessel Segmentation	71
Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images—The ACDC@LungHP Challenge 2019	70
CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications	69
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning	69
Accurate Retinal Vessel Segmentation in Color Fundus Images via Fully Attention-Based Networks	68
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data With Competing Risks	68
Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease	68
Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression	67
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis Using Structural MRI	67
Multi-Receptive-Field CNN for Semantic Segmentation of Medical Images	66
Fall Detection With UWB Radars and CNN-LSTM Architecture	66
IoMT: A COVID-19 Healthcare System Driven by Federated Learning and Blockchain	65
Hybrid Intelligence-Driven Medical Image Recognition for Remote Patient Diagnosis in Internet of Medical Things	64
Predicting Brain Age Using Machine Learning Algorithms: A Comprehensive Evaluation	63
Distant Domain Transfer Learning for Medical Imaging	63
An Intrusion Detection Mechanism for Secured IoMT Framework Based on Swarm-Neural Network	62
A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study	62
Automatic Eyeblink Artifact Removal From EEG Signal Using Wavelet Transform With Heuristically Optimized Threshold	62
Early Detection of Alzheimer's Disease with Blood Plasma Proteins Using Support Vector Machines	61
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment	61
Multi-Level Attention Network for Retinal Vessel Segmentation	61
Privacy-Preserving Federated Learning for Internet of Medical Things Under Edge Computing	61
Deep Anatomical Context Feature Learning for Cephalometric Landmark Detection	61
Wearable Cuff-Less Blood Pressure Estimation at Home via Pulse Transit Time	60
Tufts Dental Database: A Multimodal Panoramic X-Ray Dataset for Benchmarking Diagnostic Systems	60
Federated Machine Learning for Detection of Skin Diseases and Enhancement of Internet of Medical Things (IoMT) Security	59
Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation	59

A Deep Learning Method for Breast Cancer Classification in the Pathology Images	59
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation	59
COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks	59
PopPhy-CNN: A Phylogenetic Tree Embedded Architecture for Convolutional Neural Networks to Predict Host Phenotype From Metagenomic Data	58
Classification of Severe and Critical Covid-19 Using Deep Learning and Radiomics	58
Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank	58
Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation	58
Prediction of Alzheimer's Disease Progression with Multi-Information Generative Adversarial Network	57
MI-UNet: Multi-Inputs UNet Incorporating Brain Parcellation for Stroke Lesion Segmentation From T1-Weighted Magnetic Resonance Images	57
A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis	56
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images	56
A Home Telemedicine System for Continuous Respiratory Monitoring	56
Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI	56
Auto-Metric Graph Neural Network Based on a Meta-Learning Strategy for the Diagnosis of Alzheimer's Disease	56
A Privacy-Preserving Cross-Domain Healthcare Wearables Recommendation Algorithm Based on Domain-Dependent and Domain-Independent Feature Fusion	55
Simultaneous Diagnosis of Severity and Features of Diabetic Retinopathy in Fundus Photography Using Deep Learning	55
Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses	55
UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification	55
SleepPoseNet: Multi-View Learning for Sleep Postural Transition Recognition Using UWB	55
“Automatic Ingestion Monitor Version 2” – A Novel Wearable Device for Automatic Food Intake Detection and Passive Capture of Food Images	54
DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation	54
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets	53
Personalized Blood Pressure Estimation Using Photoplethysmography: A Transfer Learning Approach	52
A Privacy-Preserving Mobile and Fog Computing Framework to Trace and Prevent COVID-19 Community Transmission	51
Fetal ECG Extraction From Maternal ECG Using Attention-Based CycleGAN	51
Reinventing 2D Convolutions for 3D Images	51
Toward a Wearable System for Predicting Freezing of Gait in People Affected by Parkinson's Disease	50
Deep Matrix Factorization Improves Prediction of Human CircRNA-Disease Associations	50
A Combinatorial Deep Learning Structure for Precise Depth of Anesthesia Estimation From EEG Signals	50
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears	50
Continuous PPG-Based Blood Pressure Monitoring Using Multi-Linear Regression	49
EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism	49
Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective	49
A Deep Learning-Based Chemical System for QSAR Prediction	49
An Automatic R and T Peak Detection Method Based on the Combination of Hierarchical Clustering and Discrete Wavelet Transform	49
Personalized Real-Time Federated Learning for Epileptic Seizure Detection	48
Ophthalmic Disease Detection via Deep Learning With a Novel Mixture Loss Function	48
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification	48
Unsupervised Eye Blink Artifact Detection From EEG With Gaussian Mixture Model	48
Aspect Based Twitter Sentiment Analysis on Vaccination and Vaccine Types in COVID-19 Pandemic With Deep Learning	48
COVID-19 in CXR: From Detection and Severity Scoring to Patient Disease Monitoring	48
ELEMENT: Multi-Modal Retinal Vessel Segmentation Based on a Coupled Region Growing and Machine Learning Approach	48
Multi-Res-Attention UNet: A CNN Model for the Segmentation of Focal Cortical Dysplasia Lesions from Magnetic Resonance Images	47
M$^3$Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening From CT Imaging	47
Detecting Parkinsonian Tremor From IMU Data Collected in-the-Wild Using Deep Multiple-Instance Learning	47
Predicting Drug Response Based on Multi-Omics Fusion and Graph Convolution	47
Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method	47
An Improved Neural Network Based on SENet for Sleep Stage Classification	47
Doppler Radar for the Extraction of Biomechanical Parameters in Gait Analysis	47
VaCoChain: Blockchain-Based 5G-Assisted UAV Vaccine Distribution Scheme for Future Pandemics	47
Cervical Cancer Diagnostics Healthcare System Using Hybrid Object Detection Adversarial Networks	47
Epileptic Seizure Classification With Symmetric and Hybrid Bilinear Models	47
Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture	46
Boundary Constraint Network With Cross Layer Feature Integration for Polyp Segmentation	46
Single Volume Image Generator and Deep Learning-Based ASD Classification	46
EEG Fingerprints of Task-Independent Mental Workload Discrimination	45
Application of Robust Zero-Watermarking Scheme Based on Federated Learning for Securing the Healthcare Data	45
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure	45
Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training	45
Machine Learning for Real-Time Heart Disease Prediction	45
Disease Prediction via Graph Neural Networks	44
Human Activity Recognition Based on Dynamic Active Learning	44
Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning	44
Wearables and Deep Learning Classify Fall Risk From Gait in Multiple Sclerosis	44
PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings	44
A Network-Based Stochastic Epidemic Simulator: Controlling COVID-19 With Region-Specific Policies	43
Validation of Inertial Sensing-Based Wearable Device for Tremor and Bradykinesia Quantification	43
Cuff-Less Blood Pressure Estimation From Photoplethysmography via Visibility Graph and Transfer Learning	43
Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability	43
EMR-Based Phenotyping of Ischemic Stroke Using Supervised Machine Learning and Text Mining Techniques	43
TAPER: Time-Aware Patient EHR Representation	43
DCPR-GAN: Dental Crown Prosthesis Restoration Using Two-Stage Generative Adversarial Networks	43
Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection	43
Machine Learning Techniques for Ophthalmic Data Processing: A Review	43
On the Physical Layer Security of Federated Learning Based IoMT Networks	42
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia	42
Atrial Fibrillation Detection During Sepsis: Study on MIMIC III ICU Data	42
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals	42
End-to-End Deep Learning Model for Predicting Treatment Requirements in Neovascular AMD From Longitudinal Retinal OCT Imaging	42
5G in Healthcare: From COVID-19 to Future Challenges	42

A Heart Rate Monitoring Framework for Real-World Drivers Using Remote Photoplethysmography	42
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks	42
Deep Neural Networks for Survival Analysis Using Pseudo Values	41
SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging	41
$\alpha$-Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States	41
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation	41
Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar	41
Explainable Diabetic Retinopathy Detection and Retinal Image Generation	41
Toward a Fully Automated Artificial Pancreas System Using a Bioinspired Reinforcement Learning Design: In Silico Validation	41
RAG-FW: A Hybrid Convolutional Framework for the Automated Extraction of Retinal Lesions and Lesion-Influenced Grading of Human Retinal Pathology	41
Predicting miRNA-Disease Associations Based On Multi-View Variational Graph Auto-Encoder With Matrix Factorization	41
Disrupting Healthcare Silos: Addressing Data Volume, Velocity and Variety With a Cloud-Native Healthcare Data Ingestion Service	40
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea	40
MobileUNet-FPN: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber Segmentation in Edge Computing Environments	40
IMU-Based Gait Normalcy Index Calculation for Clinical Evaluation of Impaired Gait	40
Privacy-Preserved Electronic Medical Record Exchanging and Sharing: A Blockchain-Based Smart Healthcare System	40
Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images	40
Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation	39
FABNet: Fusion Attention Block and Transfer Learning for Laryngeal Cancer Tumor Grading in P63 IHC Histopathology Images	39
Non-invasive Monitoring of Three Glucose Ranges Based On ECG By Using DBSCAN-CNN	39
A Multi-Stream Convolutional Neural Network for Classification of Progressive MCI in Alzheimer’s Disease Using Structural MRI Images	39
Graph Convolutional Autoencoder and Fully-Connected Autoencoder with Attention Mechanism Based Method for Predicting Drug-Disease Associations	39
Large AI Models in Health Informatics: Applications, Challenges, and the Future	39
Multi-Modal MRI Image Synthesis via GAN With Multi-Scale Gate Mergence	39
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis	39
An Adaptive Kalman Filter Bank for ECG Denoising	39
Hyper-Graph Regularized Constrained NMF for Selecting Differentially Expressed Genes and Tumor Classification	38
Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks	38
CDP-UA: Cognitive Data Processing Method Wearable Sensor Data Uncertainty Analysis in the Internet of Things Assisted Smart Medical Healthcare Systems	38
MVFusFra: A Multi-View Dynamic Fusion Framework for Multimodal Brain Tumor Segmentation	38
An Artificial Intelligence Multiprocessing Scheme for the Diagnosis of Osteosarcoma MRI Images	37
MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images	37
Securing Multimedia Using a Deep Learning Based Chaotic Logistic Map	37
Lacsogram: A New EEG Tool to Diagnose Alzheimer's Disease	37
An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors	37
Self-Supervised Multi-Modal Hybrid Fusion Network for Brain Tumor Segmentation	37
Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare	37
Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN	37
COVID-19 Optimizer Algorithm, Modeling and Controlling of Coronavirus Distribution Process	36
Differential Diagnosis of Atypical Hepatocellular Carcinoma in Contrast-Enhanced Ultrasound Using Spatio-Temporal Diagnostic Semantics	36
Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease	36
Dehaze of Cataractous Retinal Images Using an Unpaired Generative Adversarial Network	36
Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images	36
Feature Extraction Method Based on Filter Banks and Riemannian Tangent Space in Motor-Imagery BCI	36
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-Ray Images	36
Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning	36
Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on the Kaggle Competition and Validation Against Radiologists	36
Gradient Boosting Machine and Efficient Combination of Features for Speech-Based Detection of COVID-19	36
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models	35
Choquet Integral and Coalition Game-Based Ensemble of Deep Learning Models for COVID-19 Screening From Chest X-Ray Images	35
PerAE: An Effective Personalized AutoEncoder for ECG-Based Biometric in Augmented Reality System	35
Heartbeats Classification Using Hybrid Time-Frequency Analysis and Transfer Learning Based on ResNet	35
RFormer: Transformer-Based Generative Adversarial Network for Real Fundus Image Restoration on a New Clinical Benchmark	35
Certificateless Public Auditing Scheme With Data Privacy and Dynamics in Group User Model of Cloud-Assisted Medical WSNs	35
Convolutional Network With Twofold Feature Augmentation for Diabetic Retinopathy Recognition From Multi-Modal Images	34
Detecting Medical Misinformation on Social Media Using Multimodal Deep Learning	34
Blockchain-Based Privacy Preservation Scheme for Misbehavior Detection in Lightweight IoMT Devices	34
Video-Based Detection of Generalized Tonic-Clonic Seizures Using Deep Learning	34
Explainable AI for Medical Image Analysis in Medical Cyber-Physical Systems: Enhancing Transparency and Trustworthiness of IoMT	34
EEGANet: Removal of Ocular Artifacts From the EEG Signal Using Generative Adversarial Networks	34
Toward Robust, Adaptiveand Reliable Upper-Limb Motion Estimation Using Machine Learning and Deep Learning–A Survey in Myoelectric Control	34
A Cascaded Multi-Stage Framework for Automatic Detection and Segmentation of Pulmonary Nodules in Developing Countries	34
AI-Driven Synthetic Biology for Non-Small Cell Lung Cancer Drug Effectiveness-Cost Analysis in Intelligent Assisted Medical Systems	33
ML-Net: Multi-Channel Lightweight Network for Detecting Myocardial Infarction	33
Coarse-to-Fine Adversarial Networks and Zone-Based Uncertainty Analysis for NK/T-Cell Lymphoma Segmentation in CT/PET Images	33
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets	33
Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology	33
Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder	33
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation	33
Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition	33
Developing and Evaluating a Mixed Sensor Smart Chair System for Real-Time Posture Classification: Combining Pressure and Distance Sensors	33
Integrating Lung Parenchyma Segmentation and Nodule Detection With Deep Multi-Task Learning	33
Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images	32
Automatic Medical Code Assignment via Deep Learning Approach for Intelligent Healthcare	32
A Deep Learning Approach to Predict Diabetes’ Cardiovascular Complications From Administrative Claims	32
Clouds Proportionate Medical Data Stream Analytics for Internet of Things-Based Healthcare Systems	32
A Data Driven End-to-End Approach for In-the-Wild Monitoring of Eating Behavior Using Smartwatches	32
GCSBA-Net: Gabor-Based and Cascade Squeeze Bi-Attention Network for Gland Segmentation	32
Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records	32
An Effective Semi-Supervised Approach for Liver CT Image Segmentation	32
Intelligent Assistant Diagnosis System of Osteosarcoma MRI Image Based on Transformer and Convolution in Developing Countries	32
An Efficient ECG Classification System Using Resource-Saving Architecture and Random Forest	32
Neonatal Heart and Lung Sound Quality Assessment for Robust Heart and Breathing Rate Estimation for Telehealth Applications	32
HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression	31
Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels	31
PCA-Based Multi-Wavelength Photoplethysmography Algorithm for Cuffless Blood Pressure Measurement on Elderly Subjects	31
IIMFCBM: Intelligent Integrated Model for Feature Extraction and Classification of Brain Tumors Using MRI Clinical Imaging Data in IoT-Healthcare	31
Natural Language Processing for Mimicking Clinical Trial Recruitment in Critical Care: A Semi-Automated Simulation Based on the LeoPARDS Trial	31
Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance	31
Self-Supervised Transfer Learning Based on Domain Adaptation for Benign-Malignant Lung Nodule Classification on Thoracic CT	31
Estimation and Validation of Arterial Blood Pressure Using Photoplethysmogram Morphology Features in Conjunction With Pulse Arrival Time in Large Open Databases	31
Cancelable HD-sEMG-Based Biometrics for Cross-Application Discrepant Personal Identification	31
Smartphone- and Smartwatch-Based Remote Characterisation of Ambulation in Multiple Sclerosis During the Two-Minute Walk Test	31
SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images	31
Noncontact Monitoring of Heart Rate and Heart Rate Variability in Geriatric Patients Using Photoplethysmography Imaging	31