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IEEE Journal of Biomedical and Health Informatics, Volume 27
Volume 27, Number 1, January 2023
- Marios S. Pattichis
, Scott T. Acton
Guest Editorial Large-Scale Medical Image and Video Analytics for Clinical Decision Support. 4-6 - Jie Yang, Yan Ou, Zhiqian Chen, Juan Liao, Wenjian Sun, Yang Luo, Chunbo Luo:
A Benchmark Dataset of Endoscopic Images and Novel Deep Learning Method to Detect Intestinal Metaplasia and Gastritis Atrophy. 7-16 - Mingxing Xu
Automatic Representative Frame Selection and Intrathoracic Lymph Node Diagnosis With Endobronchial Ultrasound Elastography Videos. 29-40 - Botond Fazekas
Segmentation of Bruch's Membrane in Retinal OCT With AMD Using Anatomical Priors and Uncertainty Quantification. 41-52 - Yafei Ou
A Sub-Pixel Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis. 53-64 - Goutam Chakraborty
Grading of HCC Biopsy Images Using Nucleus and Texture Features. 65-74 - Yuzhou Zhuang
A 3D Cross-Modality Feature Interaction Network With Volumetric Feature Alignment for Brain Tumor and Tissue Segmentation. 75-86 - Chenchu Xu
BMAnet: Boundary Mining With Adversarial Learning for Semi-Supervised 2D Myocardial Infarction Segmentation. 87-96 - Jiangbo Shi
Semi-Supervised Pixel Contrastive Learning Framework for Tissue Segmentation in Histopathological Image. 97-108 - Yu Fu
Semi-Supervised Adversarial Learning for Improving the Diagnosis of Pulmonary Nodules. 109-120 - Adriana Borowa
Identifying Bacteria Species on Microscopic Polyculture Images Using Deep Learning. 121-130 - Xiaoqi Sheng
Deep Manifold Harmonic Network With Dual Attention for Brain Disorder Classification. 131-142 - M. Emre Celebi
Guest Editorial Skin Image Analysis in the Age of Deep Learning. 143-144 - Weiwei Cao
ICL-Net: Global and Local Inter-Pixel Correlations Learning Network for Skin Lesion Segmentation. 145-156 - Xuan Li
Deep Neural Forest for Out-of-Distribution Detection of Skin Lesion Images. 157-165 - Soo Ick Cho, Dongheon Lee, Byeol Han, Ji Su Lee, Ji Yeon Hong, Jin Ho Chung, Dong Hun Lee, Jung-Im Na:
Practical Training Approaches for Discordant Atopic Dermatitis Severity Datasets: Merging Methods With Soft-Label and Train-Set Pruning. 166-175 - Kyungsu Lee
Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases. 176-187 - Muhammad Tanveer
Guest Editorial Advanced Machine Learning Algorithms for Biomedical Data and Imaging - Part II. 188-189 - Rachneet Kaur
A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's Disease Gait Dysfunctions - A Deep Learning Approach. 190-201 - Alireza Amirshahi
M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities. 202-214 - Ying Xing
A Novel Neighborhood Rough Set-Based Feature Selection Method and Its Application to Biomarker Identification of Schizophrenia. 215-226 - Roshan P. Mathews
Unsupervised Multi-Latent Space RL Framework for Video Summarization in Ultrasound Imaging. 227-238 - Heming Yao
A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies. 239-250 - Tong Tong
Dual-Input Transformer: An End-to-End Model for Preoperative Assessment of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Ultrasonography. 251-262 - Marialuisa Gandolfi
eXplainable AI Allows Predicting Upper Limb Rehabilitation Outcomes in Sub-Acute Stroke Patients. 263-273 - Arash Shokouhmand
Diagnosis of Peripheral Artery Disease Using Backflow Abnormalities in Proximal Recordings of Accelerometer Contact Microphone (ACM). 274-285 - Yang Xu, Yang Yu, Miaojuan Xia, Xinjun Sheng, Xiangyang Zhu:
A Novel and Efficient Surface Electromyography Decomposition Algorithm Using Local Spatial Information. 286-295 - Yunyuan Gao
Domain Adaptive Algorithm Based on Multi-Manifold Embedded Distributed Alignment for Brain-Computer Interfaces. 296-307 - Lukui Shi
Lung Sound Recognition Method Based on Wavelet Feature Enhancement and Time-Frequency Synchronous Modeling. 308-318 - Martin Ullrich
Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data. 319-328 - Ke Xu
Dual-Stream Contrastive Learning for Channel State Information Based Human Activity Recognition. 329-338 - Chenyu Tang
WMNN: Wearables-Based Multi-Column Neural Network for Human Activity Recognition. 339-350 - Haniye Shayeste
Heterogeneous Recurrence Analysis of Imaged-EEG for Spatio-Temporal Epileptic Seizure Detection. 351-362 - Zekun Tian, Dahua Li, Yi Yang, Fazheng Hou, Zhiyi Yang, Yu Song, Qiang Gao:
A Novel Domain Adversarial Networks Based on 3D-LSTM and Local Domain Discriminator for Hearing-Impaired Emotion Recognition. 363-373 - Jun Li
Generalizable Pancreas Segmentation Modeling in CT Imaging via Meta-Learning and Latent-Space Feature Flow Generation. 374-385 - Xingxin Xu
A Knowledge-Guided Framework for Fine-Grained Classification of Liver Lesions Based on Multi-Phase CT Images. 386-396 - Joonho Chang
PESA R-CNN: Perihematomal Edema Guided Scale Adaptive R-CNN for Hemorrhage Segmentation. 397-408 - Weiwei Zhang
Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT. 409-420 - Lan Shi
Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks. 421-432 - Shuo Zhang
CCS-Net: Cascade Detection Network With the Convolution Kernel Switch Block and Statistics Optimal Anchors Block in Hypopharyngeal Cancer MRI. 433-444 - Ziyu Li, Zhiyuan Zhu
Jointly Fusing Multi-Scale Spatial-Logical Brain Networks: A Neural Decoding Method. 445-456 - Kayla Caughlin
Aligning Small Datasets Using Domain Adversarial Learning: Applications in Automated in Vivo Oral Cancer Diagnosis. 457-468 - Renping Yu
Outcome Prediction of Unconscious Patients Based on Weighted Sparse Brain Network Construction. 469-479 - Yikun Zhang
DREAM-Net: Deep Residual Error Iterative Minimization Network for Sparse-View CT Reconstruction. 480-491 - Zhichao Liang
Online Learning Koopman Operator for Closed-Loop Electrical Neurostimulation in Epilepsy. 492-503 - Sicen Liu
Multimodal Data Matters: Language Model Pre-Training Over Structured and Unstructured Electronic Health Records. 504-514 - Patricio Colmegna
Evaluation of a Web-Based Simulation Tool for Self-Management Support in Type 1 Diabetes: A Pilot Study. 515-525 - Ji A. Park
WICOX: Weight-Based Integrated Cox Model for Time-to-Event Data in Distributed Databases Without Data-Sharing. 526-537 - Yun Li
Disentangled and Side-Aware Unsupervised Domain Adaptation for Cross-Dataset Subjective Tinnitus Diagnosis. 538-549 - Zheng Peng
A Continuous Late-Onset Sepsis Prediction Algorithm for Preterm Infants Using Multi-Channel Physiological Signals From a Patient Monitor. 550-561 - Xiao-Rui Su
Predicting Drug-Target Interactions Over Heterogeneous Information Network. 562-572 - Yue-Chao Li
PPAEDTI: Personalized Propagation Auto-Encoder Model for Predicting Drug-Target Interactions. 573-582 - Hongyang Jiang
Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification. 17-28
Volume 27, Number 2, February 2023
- Arun Kumar Sangaiah
Guest Editorial Cognitive Cyber-Physical Systems With AI Based Solutions in Medical Informatics. 586-587 - Xinhua Yu, Junxin Chen
Cardiac LGE MRI Segmentation With Cross-Modality Image Augmentation and Improved U-Net. 588-597 - Zeng Zeng
CoIn: Correlation Induced Clustering for Cognition of High Dimensional Bioinformatics Data. 598-607 - Hsiu-Sen Chiang
Cognitive Depression Detection Cyber-Medical System Based on EEG Analysis and Deep Learning Approaches. 608-616 - Mikail Mohammed Salim
Federated Learning-Based Secure Electronic Health Record Sharing Scheme in Medical Informatics. 617-624 - Hongbo Zhu
Knowledge Sharing for Pulmonary Nodule Detection in Medical Cyber-Physical Systems. 625-635 - Chao Yang, Xuyu Wang
TARF: Technology-Agnostic RF Sensing for Human Activity Recognition. 636-647 - Thippa Reddy Gadekallu
Guest Editorial Federated Learning for Privacy Preservation of Healthcare Data in Internet of Medical Things and Patient Monitoring. 648-651 - Zhiang Xu
A Simple Federated Learning-Based Scheme for Security Enhancement Over Internet of Medical Things. 652-663 - Abdullah Lakhan
Federated-Learning Based Privacy Preservation and Fraud-Enabled Blockchain IoMT System for Healthcare. 664-672 - Abdullah Lakhan
Restricted Boltzmann Machine Assisted Secure Serverless Edge System for Internet of Medical Things. 673-683 - Abdul Rehman Javed
Federated Learning for Privacy Preservation of Healthcare Data From Smartphone-Based Side-Channel Attacks. 684-690 - Junaid Ahmed
On the Physical Layer Security of Federated Learning Based IoMT Networks. 691-697 - Guangquan Xu
A Privacy-Preserving Medical Data Sharing Scheme Based on Blockchain. 698-709 - Sandi Rahmadika
Blockchain-Based Privacy Preservation Scheme for Misbehavior Detection in Lightweight IoMT Devices. 710-721 - Parminder Singh
Dew-Cloud-Based Hierarchical Federated Learning for Intrusion Detection in IoMT. 722-731 - Na Wang
Block-Based Privacy-Preserving Healthcare Data Ranked Retrieval in Encrypted Cloud File Systems. 732-743 - Siddartha Rachakonda, Shiva Moorthy
Privacy Enhancing and Scalable Federated Learning to Accelerate AI Implementation in Cross-Silo and IoMT Environments. 744-755 - Zhaohua Li
E2EGI: End-to-End Gradient Inversion in Federated Learning. 756-767 - Usman Ahmed
Hyper-Graph Attention Based Federated Learning Methods for Use in Mental Health Detection. 768-777 - Mansoor Ali
Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey. 778-789 - Ons Aouedi
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions. 790-803 - Baoru Han
Application of Robust Zero-Watermarking Scheme Based on Federated Learning for Securing the Healthcare Data. 804-813 - Zhiri Tang
MRCG: A MRI Retrieval Framework With Convolutional and Graph Neural Networks for Secure and Private IoMT. 814-822 - Omaji Samuel
IoMT: A COVID-19 Healthcare System Driven by Federated Learning and Blockchain. 823-834 - Md. Nazmul Hossen
Federated Machine Learning for Detection of Skin Diseases and Enhancement of Internet of Medical Things (IoMT) Security. 835-841 - Tianyi Han
Privacy-Preserving Multi-Source Domain Adaptation for Medical Data. 842-853 - Ruijin Wang, Jinshan Lai, Zhiyang Zhang, Xiong Li
Privacy-Preserving Federated Learning for Internet of Medical Things Under Edge Computing. 854-865 - Le Sun
A Scalable and Transferable Federated Learning System for Classifying Healthcare Sensor Data. 866-877 - Amneh Alamleh
Federated Learning for IoMT Applications: A Standardization and Benchmarking Framework of Intrusion Detection Systems. 878-887 - Rukhsana Ruby
Anti-Jamming Strategy for Federated Learning in Internet of Medical Things: A Game Approach. 888-899 - Yao Wang
A Spatiotemporal Graph Attention Network Based on Synchronization for Epileptic Seizure Prediction. 900-911 - M. Sami Zitouni
LSTM-Modeling of Emotion Recognition Using Peripheral Physiological Signals in Naturalistic Conversations. 912-923 - Kevin Kotzen, Peter H. Charlton
SleepPPG-Net: A Deep Learning Algorithm for Robust Sleep Staging From Continuous Photoplethysmography. 924-932 - Thomas Strypsteen
Bandwidth-Efficient Distributed Neural Network Architectures With Application to Neuro-Sensor Networks. 933-943 - Xianbin Zhang, Mingzhe Jiang
Detection of Atrial Fibrillation From Variable-Duration ECG Signal Based on Time-Adaptive Densely Network and Feature Enhancement Strategy. 944-955 - Yassin Khalifa
Autonomous Swallow Segment Extraction Using Deep Learning in Neck-Sensor Vibratory Signals From Patients With Dysphagia. 956-967 - Theekshana Dissanayake
Generalized Generative Deep Learning Models for Biosignal Synthesis and Modality Transfer. 968-979 - Xin Zhang
CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia From Chest X-Ray Images. 980-991 - Jie Du
Boundary-Sensitive Loss Function With Location Constraint for Hard Region Segmentation. 992-1003 - Qing Wu
An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation. 1004-1015 - Dilbag Singh
Efficient Evolving Deep Ensemble Medical Image Captioning Network. 1016-1025 - Yuwen Zeng
A 2.5D Deep Learning-Based Method for Drowning Diagnosis Using Post-Mortem Computed Tomography. 1026-1035 - Selahattin Cansiz
FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images. 1036-1047 - Meng Wang
SCL-Net: Structured Collaborative Learning for PET/CT Based Tumor Segmentation. 1048-1059 - Xuenan Liu
PFDNet: A Pulse Feature Disentanglement Network for Atrial Fibrillation Screening From Facial Videos. 1060-1071 - Shengjie Zhang, Bohan Ren, Ziqi Yu, Haibo Yang, Xiaoyang Han, Xiang Chen, Yuan Zhou, Dinggang Shen, Xiao-Yong Zhang:
TW-Net: Transformer Weighted Network for Neonatal Brain MRI Segmentation. 1072-1083 - Miao Qi
Planning and Monitoring Equitable Clinical Trial Enrollment Using Goal Programming. 1084-1095 - Jiarun Cao
A Novel Automated Approach to Mutation-Cancer Relation Extraction by Incorporating Heterogeneous Knowledge. 1096-1105 - Yikuan Li
Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records. 1106-1117 - Chuanhao Zhang, Emil Jovanov
Video Based Cocktail Causal Container for Blood Pressure Classification and Blood Glucose Prediction. 1118-1128 - Feiyun Xiao
A Real-Time Bionic Method Inspired by Neural Oscillators for Estimation and Extraction of Pathological Tremor. 1129-1139 - Yingwen Zhao
Improving Protein Function Prediction by Adaptively Fusing Information From Protein Sequences and Biomedical Literature. 1140-1148
Volume 27, Number 3, March 2023
- Haibin Lv
Guest Editorial Medical Image Analysis Embedded on Microprocessors. 1152-1153 - Ch. Rupa
Securing Multimedia Using a Deep Learning Based Chaotic Logistic Map. 1154-1162 - Shuan-hu Di
TD-Net: A Hybrid End-to-End Network for Automatic Liver Tumor Segmentation From CT Images. 1163-1172 - Xun Wang
TransFusionNet: Semantic and Spatial Features Fusion Framework for Liver Tumor and Vessel Segmentation Under JetsonTX2. 1173-1184 - Muhammad Tanveer
Diagnosis of Schizophrenia: A Comprehensive Evaluation. 1185-1192 - Sibo Qiao
A Pseudo-Siamese Feature Fusion Generative Adversarial Network for Synthesizing High-Quality Fetal Four-Chamber Views. 1193-1204 - Ashraf Haroon Rashid, Aditya Gupta
Biceph-Net: A Robust and Lightweight Framework for the Diagnosis of Alzheimer's Disease Using 2D-MRI Scans and Deep Similarity Learning. 1205-1213 - KC Santosh
Guest Editorial Multimodal Learning in Medical Imaging Informatics. 1214-1215 - Danqing Hu
A Multi-Modal Heterogeneous Graph Forest to Predict Lymph Node Metastasis of Non-Small Cell Lung Cancer. 1216-1224 - Na Yu
A Tensor Method Based on Enhanced Tensor Nuclear Norm and Hypergraph Laplacian Regularization for Pan-Cancer Omics Data Analysis. 1225-1236 - Dehui Xiang
Modality-Specific Segmentation Network for Lung Tumor Segmentation in PET-CT Images. 1237-1248 - Omid Rohanian
Privacy-Aware Early Detection of COVID-19 Through Adversarial Training. 1249-1258 - Sujin Ahn
Reproduction Factor Based Latent Epidemic Model Inference: A Data-Driven Approach Using COVID-19 Datasets. 1259-1270 - Jared Leitner
Classification of Patient Recovery From COVID-19 Symptoms Using Consumer Wearables and Machine Learning. 1271-1282 - Tengfei Gao
EEG Reconstruction With a Dual-Scale CNN-LSTM Model for Deep Artifact Removal. 1283-1294 - Jiaen Wu
Real-Time Gait Phase Detection on Wearable Devices for Real-World Free-Living Gait. 1295-1306 - Chunguang Chu, Zhen Zhang
An Enhanced EEG Microstate Recognition Framework Based on Deep Neural Networks: An Application to Parkinson's Disease. 1307-1318 - Yu Liu
Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition. 1319-1330 - Cheng Ding
Log-Spectral Matching GAN: PPG-Based Atrial Fibrillation Detection can be Enhanced by GAN-Based Data Augmentation With Integration of Spectral Loss. 1331-1341 - Cheng Cheng
Multi-Domain Encoding of Spatiotemporal Dynamics in EEG for Emotion Recognition. 1342-1353 - Yujie Luo
A Hierarchical Attention-Based Method for Sleep Staging Using Movement and Cardiopulmonary Signals. 1354-1363 - Lihong Qiao
HS-Vectors: Heart Sound Embeddings for Abnormal Heart Sound Detection Based on Time-Compressed and Frequency-Expanded TDNN With Dynamic Mask Encoder. 1364-1374 - Shirong Qiu
Scenario Adaptive Cuffless Blood Pressure Estimation by Integrating Cardiovascular Coupling Effects. 1375-1385 - Shasha Yuan
Automatic Seizure Detection Using Logarithmic Euclidean-Gaussian Mixture Models (LE-GMMs) and Improved Deep Forest Learning. 1386-1396 - Theodoros P. Vagenas
A Decision Support System for the Identification of Metastases of Metastatic Melanoma Using Whole-Body FDG PET/CT Images. 1397-1408 - Hexiang Zhou, Yawen Huang, Yuexiang Li
Blind Super-Resolution of 3D MRI via Unsupervised Domain Transformation. 1409-1418 - Yusuke Akamatsu
Edema Estimation From Facial Images Taken Before and After Dialysis via Contrastive Multi-Patient Pre-Training. 1419-1430 - Tao Lei
SGU-Net: Shape-Guided Ultralight Network for Abdominal Image Segmentation. 1431-1442 - Renping Yu
Multi-Graph Attention Networks With Bilinear Convolution for Diagnosis of Schizophrenia. 1443-1454 - Qingshan Hou
Image Quality Assessment Guided Collaborative Learning of Image Enhancement and Classification for Diabetic Retinopathy Grading. 1455-1466 - Dong Li
Convolutional Feature Descriptor Selection for Mammogram Classification. 1467-1476 - Susu Kang
Bridging Feature Gaps to Improve Multi-Organ Segmentation on Abdominal Magnetic Resonance Image. 1477-1487 - Yuanhuai Liang
Accurate Cobb Angle Estimation on Scoliosis X-Ray Images via Deeply-Coupled Two-Stage Network With Differentiable Cropping and Random Perturbation. 1488-1499 - Sandie Cabon
Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings. 1500-1511 - Huili Zhang
Multi-View Feature Transformation Based SVM+ for Computer-Aided Diagnosis of Liver Cancers With Ultrasound Images. 1512-1523 - Meidi Chen
Multimodal Fusion Network for Detecting Hyperplastic Parathyroid Glands in SPECT/CT Images. 1524-1534 - Songhui Diao
Deep Multi-Magnification Similarity Learning for Histopathological Image Classification. 1535-1545 - Duc Tri Phan, Quoc-Bao Ta
Smart Low Level Laser Therapy System for Automatic Facial Dermatological Disorder Diagnosis. 1546-1557 - Ziyue Yu
DMNet: A Personalized Risk Assessment Framework for Elderly People With Type 2 Diabetes. 1558-1568 - Sajjad Karimi
A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging. 1569-1578 - Maoqi Chen, Zhiyuan Lu, Ya Zong, Xiaoyan Li
A Novel Analysis of Compound Muscle Action Potential Scan: Staircase Function Fitting and StairFit Motor Unit Number Estimation. 1579-1587 - Peijun Hu
Prediction of New-Onset Diabetes After Pancreatectomy With Subspace Clustering Based Multi-View Feature Selection. 1588-1599 - Sang-Min Lee
Glucose Transformer: Forecasting Glucose Level and Events of Hyperglycemia and Hypoglycemia. 1600-1611 - Md Maruf Hossain Shuvo
Deep Multitask Learning by Stacked Long Short-Term Memory for Predicting Personalized Blood Glucose Concentration. 1612-1623 - Anshul Thakur
Self-Aware SGD: Reliable Incremental Adaptation Framework for Clinical AI Models. 1624-1634 - Haonan Huang, Yuping Sun
GNAEMDA: Microbe-Drug Associations Prediction on Graph Normalized Convolutional Network. 1635-1643 - Meng-Meng Yin
NTBiRW: A Novel Neighbor Model Based on Two-Tier Bi-Random Walk for Predicting Potential Disease-Related Microbes. 1644-1653
Volume 27, Number 4, April 2023
- Imran Razzak
Guest Editorial Open and Interpretable AI in Computational Pathology. 1657-1660 - M. A. Ganaie
Brain Age Prediction With Improved Least Squares Twin SVR. 1661-1669 - Shiliang Shao
Predicting Cardiovascular and Cerebrovascular Events Based on Instantaneous High-Order Singular Entropy and Deep Belief Network. 1670-1680 - Usman Naseem
Vision-Language Transformer for Interpretable Pathology Visual Question Answering. 1681-1690 - Muhammad Alsherbiny, Ibrahim Radwan
Trustworthy Deep Neural Network for Inferring Anticancer Synergistic Combinations. 1691-1700 - Songtao Ding, Hongyu Wang
Two Path Gland Segmentation Algorithm of Colon Pathological Image Based on Local Semantic Guidance. 1701-1708 - Usman Ahmed
Multi-Aspect Deep Active Attention Network for Healthcare Explainable Adoption. 1709-1717 - Tanu Wadhera
Brain Functional Network Topology in Autism Spectrum Disorder: A Novel Weighted Hierarchical Complexity Metric for Electroencephalogram. 1718-1725 - Zhen Wang
Meta-Probability Weighting for Improving Reliability of DNNs to Label Noise. 1726-1734 - Yonglin Chen
Contrastive Learning for Prediction of Alzheimer's Disease Using Brain 18F-FDG PET. 1735-1746 - Nurullah Çalik
Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features. 1747-1757 - Ahsan Habib
Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution. 1758-1769 - Di Shao
3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-Branch Learning. 1770-1779 - Xiangyu Liu, Zhenyu Liu
Development of Prognostic Biomarkers by TMB-Guided WSI Analysis: A Two-Step Approach. 1780-1789 - Yining Wang
A Novel Measure of Cardiopulmonary Coupling During Sleep Based on the Synchrosqueezing Transform Algorithm. 1790-1800 - Youngchul Kwak
Subject-Invariant Deep Neural Networks Based on Baseline Correction for EEG Motor Imagery BCI. 1801-1812 - Shufan Yang
The Human Activity Radar Challenge: Benchmarking Based on the 'Radar Signatures of Human Activities' Dataset From Glasgow University. 1813-1824 - Daivaras Sokas
Wearable-Based Assessment of Heart Rate Response to Physical Stressors in Patients After Open-Heart Surgery With Frailty. 1825-1834 - Sheng Ge
Block Distributed Joint Temporal-Frequency- Phase Modulation for Steady-State Visual Evoked Potential Based Brain-Computer Interface With a Limited Number of Frequencies. 1835-1844 - Siyuan Qiu
LightSeizureNet: A Lightweight Deep Learning Model for Real-Time Epileptic Seizure Detection. 1845-1856 - Eric Cito Becman
Asymmetric Effects of Different Training-Testing Mismatch Types on Myoelectric Regression via Deep Learning. 1857-1868 - Matias Rusanen
Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings. 1869-1880 - Mykola Klymenko
Byte-Pair Encoding for Classifying Routine Clinical Electroencephalograms in Adults Over the Lifespan. 1881-1890 - Mengqi Shen
An Indoor Fall Monitoring System: Robust, Multistatic Radar Sensing and Explainable, Feature-Resonated Deep Neural Network. 1891-1902 - Minkyung Jung
Prediction of Serious Intracranial Hypertension from Low-Resolution Neuromonitoring in Traumatic Brain Injury: An Explainable Machine Learning Approach. 1903-1913 - Yucheng Long
A Transfer Learning Based Cross-Subject Generic Model for Continuous Estimation of Finger Joint Angles From a New User. 1914-1925 - Bruno Miguel Machado Rocha
Automatic Wheeze Segmentation Using Harmonic-Percussive Source Separation and Empirical Mode Decomposition. 1926-1934 - Chuting Zhang
Variational Phase-Amplitude Coupling Characterizes Signatures of Anterior Cortex Under Emotional Processing. 1935-1945 - Tianyi Zhang
MSHT: Multi-Stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer. 1946-1957 - Behnaz Elhaminia
Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers. 1958-1966 - Guanyu Yang
Multi-Task Learning for Pulmonary Arterial Hypertension Prognosis Prediction via Memory Drift and Prior Prompt Learning on 3D Chest CT. 1967-1978 - Zhiwei Qu
TP-Net: Two-Path Network for Retinal Vessel Segmentation. 1979-1990 - Quan Zhou
Medical Image Classification Using Light-Weight CNN With Spiking Cortical Model Based Attention Module. 1991-2002 - Thanaporn Viriyasaranon, Sang Myung Woo, Jang Hwan Choi
Unsupervised Visual Representation Learning Based on Segmentation of Geometric Pseudo-Shapes for Transformer-Based Medical Tasks. 2003-2014 - Patrice Monkam
Annotation Cost Minimization for Ultrasound Image Segmentation Using Cross-Domain Transfer Learning. 2015-2025 - Kanghao Chen
PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification. 2026-2036 - Sajid Javed
Knowledge Distillation in Histology Landscape by Multi-Layer Features Supervision. 2037-2046 - Zheng Li
Reconstruction of Quantitative Susceptibility Mapping From Total Field Maps With Local Field Maps Guided UU-Net. 2047-2058 - Bo Yang
Natural Grasp Intention Recognition Based on Gaze in Human-Robot Interaction. 2059-2070 - Siyi Tang
Predicting 30-Day All-Cause Hospital Readmission Using Multimodal Spatiotemporal Graph Neural Networks. 2071-2082 - Md Mozaharul Mottalib
Subtyping Patients With Chronic Disease Using Longitudinal BMI Patterns. 2083-2093 - Xiang Li
The Individualized Prediction of Neurocognitive Function in People Living With HIV Based on Clinical and Multimodal Connectome Data. 2094-2104 - Rory O'Keeffe
Non-Parametric Functional Muscle Network as a Robust Biomarker of Fatigue. 2105-2116 - Ying Wang, Pengfei Zhao, Hongkai Du, Yingxin Cao, Qinke Peng
LncDLSM: Identification of Long Non-Coding RNAs With Deep Learning-Based Sequence Model. 2117-2127 - Wenjian Ma
Predicting Drug-Target Affinity by Learning Protein Knowledge From Biological Networks. 2128-2137 - Hootan Kamran
Spatio-Temporal Clustering of Multi-Location Time Series to Model Seasonal Influenza Spread. 2138-2148
Volume 27, Number 5, May 2023
- Tu N. Nguyen
Guest Editorial Innovations in Wearable, Implantable, Mobile, & Remote Healthcare With IoT & Sensor Informatics and Patient Monitoring. 2152-2154 - Lili Zhu, Petros Spachos
Stress Detection Through Wrist-Based Electrodermal Activity Monitoring and Machine Learning. 2155-2165 - Laura Arjona
UroSound: A Smartwatch-Based Platform to Perform Non-Intrusive Sound-Based Uroflowmetry. 2166-2177 - Fraser Young
Bespoke Fuzzy Logic Design to Automate a Better Understanding of Running Gait Analysis. 2178-2185 - Xianghong Zhang
Dynamics Combined With Hill Model for Functional Electrical Stimulation Ankle Angle Prediction. 2186-2196 - Xiaoqun Yu
Data Augmentation to Address Various Rotation Errors of Wearable Sensors for Robust Pre-impact Fall Detection. 2197-2207 - Celal Savur
Monitoring Pulse Rate in the Background Using Front Facing Cameras of Mobile Devices. 2208-2218 - Chenbin Ma
KD-Informer: A Cuff-Less Continuous Blood Pressure Waveform Estimation Approach Based on Single Photoplethysmography. 2219-2230 - Jingwei Liu
Conditional Anonymous Remote Healthcare Data Sharing Over Blockchain. 2231-2242 - Yi-Cheng Lo
Noise-Level Aware Compressed Analysis Framework for Robust Electrocardiography Signal Monitoring. 2243-2254 - Xiyuan Hu
Auditory Receptive Field Net Based Automatic Snore Detection for Wearable Devices. 2255-2263 - Somayeh Khosroazad
Sleep Signal Analysis for Early Detection of Alzheimer's Disease and Related Dementia (ADRD). 2264-2275 - Nan Bao, Jiajun Du, Chengyang Wu, Duo Hong
Wi-Breath: A WiFi-Based Contactless and Real-Time Respiration Monitoring Scheme for Remote Healthcare. 2276-2285 - Varun G. Menon
Guest Editorial Advanced Wearable Sensors for Smart Monitoring and Disease Prediction. 2286-2287 - Atul Chaudhary
Jointly Prediction of Activities, Locations, and Starting Times for Isolated Elderly People. 2288-2295 - Bo Fang
Dual-Channel Neural Network for Atrial Fibrillation Detection From a Single Lead ECG Wave. 2296-2305 - Nidhi Pathak
SemBox: Semantic Interoperability in a Box for Wearable e-Health Devices. 2306-2313 - Seyed Ahmad Soleymani
A Privacy-Preserving Authentication Scheme for Real-Time Medical Monitoring Systems. 2314-2322 - Win-Ken Beh
Robust PPG-Based Mental Workload Assessment System Using Wearable Devices. 2323-2333 - Zhiyan Xu
Certificateless Public Auditing Scheme With Data Privacy and Dynamics in Group User Model of Cloud-Assisted Medical WSNs. 2334-2344 - Aya Houssein
Energy Expenditure Estimation From Respiratory Magnetometer Plethysmography: A Comparison Study. 2345-2352 - Hangyu Zhu
MaskSleepNet: A Cross-Modality Adaptation Neural Network for Heterogeneous Signals Processing in Sleep Staging. 2353-2364 - Nadia Mammone
AutoEncoder Filter Bank Common Spatial Patterns to Decode Motor Imagery From EEG. 2365-2376 - Yun Gu
A Domain Generative Graph Network for EEG-Based Emotion Recognition. 2377-2386 - Xiaolong Wu
Deep Learning With Convolutional Neural Networks for Motor Brain-Computer Interfaces Based on Stereo-Electroencephalography (SEEG). 2387-2398 - Huilin Lai
Domain-Aware Dual Attention for Generalized Medical Image Segmentation on Unseen Domains. 2399-2410 - Hongmin Cai
Estimating Outlier-Immunized Common Harmonic Waves for Brain Network Analyses on the Stiefel Manifold. 2411-2422 - Rohit Gavirni, Divij Gupta
Clinically Relevant Myocardium Segmentation in Cardiac Magnetic Resonance Images. 2423-2431 - Yuhui Tao
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images. 2432-2443 - Xiaogen Zhou
CUSS-Net: A Cascaded Unsupervised-Based Strategy and Supervised Network for Biomedical Image Diagnosis and Segmentation. 2444-2455 - Abhishek Midya
Computerized Diagnosis of Liver Tumors From CT Scans Using a Deep Neural Network Approach. 2456-2464 - Tianyu Shi
Metabolic Anomaly Appearance Aware U-Net for Automatic Lymphoma Segmentation in Whole-Body PET/CT Scans. 2465-2476 - Yu Luo
An Effective Co-Support Guided Analysis Model for Multi-Contrast MRI Reconstruction. 2477-2488 - Minghang Chu
E-DGAN: An Encoder-Decoder Generative Adversarial Network Based Method for Pathological to Normal Voice Conversion. 2489-2500 - Nasim Katebi
Hierarchical Attentive Network for Gestational Age Estimation in Low-Resource Settings. 2501-2511 - Vincenzo Moscato
TaughtNet: Learning Multi-Task Biomedical Named Entity Recognition From Single-Task Teachers. 2512-2523 - Yongdong Fan
A Model-Agnostic Feature Attribution Approach to Magnetoencephalography Predictions Based on Shapley Value. 2524-2535 - Giulia Noaro
A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management. 2536-2544 - Kun-Der Lin
Novel Smart Assistance System for Arteriosclerosis Evaluation. 2545-2552 - Shakeel A. Sheikh
Advancing Stuttering Detection via Data Augmentation, Class-Balanced Loss and Multi-Contextual Deep Learning. 2553-2564 - Stuti Jain, Emilie Chouzenoux
Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction. 2565-2574 - Tian-Jing Qiao
A Personalized Low-Rank Subspace Clustering Method Based on Locality and Similarity Constraints for scRNA-seq Data Analysis. 2575-2584 - Jaeuk Moon
RESEAT: Recurrent Self-Attention Network for Multi-Regional Influenza Forecasting. 2585-2596
Volume 27, Number 6, June 2023
- Hemant Ghayvat, Manolis Tsiknakis
Guest Editorial AIoPT (Artificial Intelligence of Paediatric Things): Informatics in Meeting Paediatric Needs and Patient Monitoring. 2600-2602 - Lachlan Burne
Ensemble Approach on Deep and Handcrafted Features for Neonatal Bowel Sound Detection. 2603-2613 - Ángel Ruiz-Zafra, Daniel Precioso
NeoCam: An Edge-Cloud Platform for Non-Invasive Real-Time Monitoring in Neonatal Intensive Care Units. 2614-2624 - Jueng-Eun Im
Real-Time Prediction for Neonatal Endotracheal Intubation Using Multimodal Transformer Network. 2625-2634 - Ethan Grooby
Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds. 2635-2646 - Yamei Li
MtCLSS: Multi-Task Contrastive Learning for Semi-Supervised Pediatric Sleep Staging. 2647-2655 - Sergio Cerutti
Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology. 2656-2659 - Eunji Jeon
Digital Therapeutics Product Repositioning via Multiplex Link Prediction Based on Genomic, Chemical, and Technological Information. 2660-2669 - Antonio J. Rodríguez-Almeida
Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets. 2670-2680 - Seyed Ali Jalalifar
Automatic Assessment of Stereotactic Radiation Therapy Outcome in Brain Metastasis Using Longitudinal Segmentation on Serial MRI. 2681-2692 - Baoling Shan
Novel Graph Topology Learning for Spatio-Temporal Analysis of COVID-19 Spread. 2693-2704 - Bing-Fei Wu
Motion-Robust Atrial Fibrillation Detection Based on Remote-Photoplethysmography. 2705-2716 - Zhi Li
Remote Respiratory and Cardiac Motion Patterns Separation With 4D Imaging Radars. 2717-2728 - Sahil Sharma, Snigdha Soni
SwasthGarbh: A Smartphone App for Improving the Quality of Antenatal Care and Ameliorating Maternal-Fetal Health. 2729-2738 - Manuel Alejandro Rodriguez Rivera
Multi-Label Retinal Disease Classification Using Transformers. 2739-2750 - M. L. Tlachac
Automated Construction of Lexicons to Improve Depression Screening With Text Messages. 2751-2759 - Salman Sadiq Shuvo
Multi-Objective Reinforcement Learning Based Healthcare Expansion Planning Considering Pandemic Events. 2760-2770 - Ulysse Côté Allard
Adherence Forecasting for Guided Internet-Delivered Cognitive Behavioral Therapy: A Minimally Data-Sensitive Approach. 2771-2781 - Budhadev Baral
Redefining Lobe-Wise Ground-Glass Opacity in COVID-19 Through Deep Learning and its Correlation With Biochemical Parameters. 2782-2793 - Felix Beierle
Self-Assessment of Having COVID-19 With the Corona Check mHealth App. 2794-2805 - Yonathan Eder
Sparsity-Based Multi-Person Non-Contact Vital Signs Monitoring via FMCW Radar. 2806-2817 - Duc Le
sCL-ST: Supervised Contrastive Learning With Semantic Transformations for Multiple Lead ECG Arrhythmia Classification. 2818-2828 - Md Sanzid Bin Hossain
Estimation of Lower Extremity Joint Moments and 3D Ground Reaction Forces Using IMU Sensors in Multiple Walking Conditions: A Deep Learning Approach. 2829-2840 - Xinyu Jiang
Explainable and Robust Deep Forests for EMG-Force Modeling. 2841-2852 - Xinyu Shui
Personality in Daily Life: Multi-Situational Physiological Signals Reflect Big-Five Personality Traits. 2853-2863 - Minghan Fu
A Two-Branch Neural Network for Short-Axis PET Image Quality Enhancement. 2864-2875 - Zhishan Hu, Xiujuan Qu
Repeated Photobiomodulation Induced Reduction of Bilateral Cortical Hemodynamic Activation During a Working Memory Task in Healthy Older Adults. 2876-2885 - Yuliang Ma
ULFAC-Net: Ultra-Lightweight Fully Asymmetric Convolutional Network for Skin Lesion Segmentation. 2886-2897 - Yuhao Wang
Variable Augmented Network for Invertible Modality Synthesis and Fusion. 2898-2909 - Weijia Zeng, Wei Li
Microscopic Hyperspectral Image Classification Based on Fusion Transformer With Parallel CNN. 2910-2921 - Jinping Liu
Toward Right Ventricle Segmentation in Cardiac MRIs via Feature Multiplexing and Multiscale Weighted Convolution. 2922-2931 - Ziyi Huang
Cardiac Adipose Tissue Segmentation via Image-Level Annotations. 2932-2943 - Pei Zhou, Yanfeng Li
Coco-Attention for Tumor Segmentation in Weakly Paired Multimodal MRI Images. 2944-2955 - Jing Wang, Shuyi Li, Luyue Yu
SDPN: A Slight Dual-Path Network With Local-Global Attention Guided for Medical Image Segmentation. 2956-2967 - Junliang Shang
GCCN: Graph Capsule Convolutional Network for Progressive Mild Cognitive Impairment Prediction and Pathogenesis Identification Based on Imaging Genetic Data. 2968-2979 - Hao Guan
Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline With Structural MRI. 2980-2989 - Zhengwang Xia
A Structure-Guided Effective and Temporal-Lag Connectivity Network for Revealing Brain Disorder Mechanisms. 2990-3001 - Lulin Zou
VLTENet: A Deep-Learning-Based Vertebra Localization and Tilt Estimation Network for Automatic Cobb Angle Estimation. 3002-3013 - Raphael Y. Cohen
A Methodology for a Scalable, Collaborative, and Resource-Efficient Platform, MERLIN, to Facilitate Healthcare AI Research. 3014-3025 - Xabier Jaureguibeitia
Impedance-Based Ventilation Detection and Signal Quality Control During Out-of-Hospital Cardiopulmonary Resuscitation. 3026-3036 - Li Gong
An IoT-Based Wearable Labor Progress Monitoring System for Remote Evaluation of Admission Time to Hospital. 3037-3048 - Ruiqing Ding
Cross-Hospital Sepsis Early Detection via Semi-Supervised Optimal Transport With Self-Paced Ensemble. 3049-3060 - Yue Wang
An Effective Model for Predicting Phage-Host Interactions Via Graph Embedding Representation Learning With Multi-Head Attention Mechanism. 3061-3071 - Li Peng
Predicting CircRNA-Disease Associations via Feature Convolution Learning With Heterogeneous Graph Attention Network. 3072-3082 - Ignacio Díaz Blanco
Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction. 3083-3092 - Ye Mao
Deep Domain Adaptation Enhances Amplification Curve Analysis for Single-Channel Multiplexing in Real-Time PCR. 3093-3103
Volume 27, Number 7, July 2023
- Xiaoyu Zheng
Rapid Vital Sign Extraction for Real-Time Opto-Physiological Monitoring at Varying Physical Activity Intensity Levels. 3107-3118 - Ali Nouriani
System-Identification-Based Activity Recognition Algorithms With Inertial Sensors. 3119-3128 - Matteo Rossi
SLEEP-SEE-THROUGH: Explainable Deep Learning for Sleep Event Detection and Quantification From Wearable Somnography. 3129-3140 - Baoxian Yu
Contactless Sensing-Aided Respiration Signal Acquisition Using Improved Empirical Wavelet Transform for Rhythm Detection. 3141-3151 - Shuting Sun, Huayu Chen
Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals. 3152-3163 - Annalisa Baronetto
Segment-Based Spotting of Bowel Sounds Using Pretrained Models in Continuous Data Streams. 3164-3174 - Xingyao Wang
A Causal Intervention Scheme for Semantic Segmentation of Quasi-Periodic Cardiovascular Signals. 3175-3186 - Chang-Dong Wang
Cross-Subject Tinnitus Diagnosis Based on Multi-Band EEG Contrastive Representation Learning. 3187-3197 - Murad Almadani
One-Dimensional W-NETR for Non-Invasive Single Channel Fetal ECG Extraction. 3198-3209 - Yuhan Chen
Robust Cough Detection With Out-of-Distribution Detection. 3210-3221 - Tao Sun
Real-Time Ground Reaction Force and Knee Extension Moment Estimation During Drop Landings Via Modular LSTM Modeling and Wearable IMUs. 3222-3233 - Jian Shen
Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method via Improved Focal Loss. 3234-3245 - Bishal Lamichhane
Psychotic Relapse Prediction in Schizophrenia Patients Using A Personalized Mobile Sensing-Based Supervised Deep Learning Model. 3246-3257 - Yinli Tian
ARR-GCN: Anatomy-Relation Reasoning Graph Convolutional Network for Automatic Fine-Grained Segmentation of Organ's Surgical Anatomy. 3258-3269 - Xiuping Nie
Weakly-Interactive-Mixed Learning: Less Labelling Cost for Better Medical Image Segmentation. 3270-3281 - Xiang Tian
Effective Electrical Impedance Tomography Based on Enhanced Encoder-Decoder Using Atrous Spatial Pyramid Pooling Module. 3282-3291 - Xingyu Gao
A Hybrid Multi-Scale Attention Convolution and Aging Transformer Network for Alzheimer's Disease Diagnosis. 3292-3301 - Carlos Martín-Isla
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. 3302-3313 - Yihua Zhi, William Kongto Hau
Vessel Contour Detection in Intracoronary Images via Bilateral Cross-Domain Adaptation. 3314-3325 - Radek Janca
Automated Identification of Stereoelectroencephalography Contacts and Measurement of Factors Influencing Accuracy of Frame Stereotaxy. 3326-3336 - Zhiyang Lu
Two-Stage Self-Supervised Cycle-Consistency Transformer Network for Reducing Slice Gap in MR Images. 3337-3348 - Hengyi Yang, Tao Zhou
Flexible Fusion Network for Multi-Modal Brain Tumor Segmentation. 3349-3359 - Guanghui Yue
Benchmarking Polyp Segmentation Methods in Narrow-Band Imaging Colonoscopy Images. 3360-3371 - Liangliang Liu
Simulated Quantum Mechanics-Based Joint Learning Network for Stroke Lesion Segmentation and TICI Grading. 3372-3383 - Liangliang Liu
SASG-GCN: Self-Attention Similarity Guided Graph Convolutional Network for Multi-Type Lower-Grade Glioma Classification. 3384-3395 - Zixian Su
Mind the Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation. 3396-3407 - Hengfei Cui
An Improved Combination of Faster R-CNN and U-Net Network for Accurate Multi-Modality Whole Heart Segmentation. 3408-3419 - Qunchao Jin
FEGNet: A Feedback Enhancement Gate Network for Automatic Polyp Segmentation. 3420-3430 - Peng Wan
Dynamic Perfusion Representation and Aggregation Network for Nodule Segmentation Using Contrast-Enhanced US. 3431-3442 - Ruiyang Li
DHT-Net: Dynamic Hierarchical Transformer Network for Liver and Tumor Segmentation. 3443-3454 - Yanxia Liu
Geometry-Consistent Adversarial Registration Model for Unsupervised Multi-Modal Medical Image Registration. 3455-3466 - Pengfei Zhang
Interactive Skin Wound Segmentation Based on Feature Augment Networks. 3467-3477 - Defu Qiu
Progressive Feedback Residual Attention Network for Cardiac Magnetic Resonance Imaging Super-Resolution. 3478-3488 - Yanyu Liu
An Improved Hybrid Network With a Transformer Module for Medical Image Fusion. 3489-3500 - Xian Lin
BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation. 3501-3512 - Yu Fu
PKA2-Net: Prior Knowledge-Based Active Attention Network for Accurate Pneumonia Diagnosis on Chest X-Ray Images. 3513-3524 - Ruilong Dan
CDNet: Contrastive Disentangled Network for Fine-Grained Image Categorization of Ocular B-Scan Ultrasound. 3525-3536 - Ziyang Chen
Reconstruction-Driven Dynamic Refinement Based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation. 3537-3548 - Bor-Shyh Lin
System Based on Artificial Intelligence Edge Computing for Detecting Bedside Falls and Sleep Posture. 3549-3558 - Piergiuseppe Liuzzi
The Consciousness Domain Index: External Validation and Prognostic Relevance of a Data-Driven Assessment. 3559-3568 - Alexandros Papadopoulos
Leveraging Unlabelled Data in Multiple-Instance Learning Problems for Improved Detection of Parkinsonian Tremor in Free-Living Conditions. 3569-3578 - Hao Liu, Cunji Wang
Efficient Large-Scale Virtual Screening Based on Heterogeneous Many-Core Supercomputing System. 3579-3588 - Sajjad Fouladvand
A Comparative Effectiveness Study on Opioid Use Disorder Prediction Using Artificial Intelligence and Existing Risk Models. 3589-3598 - Vida Adeli, Navid Korhani, Andrea Sabo, Sina Mehdizadeh, Avril Mansfield, Alastair Flint, Andrea Iaboni, Babak Taati:
Ambient Monitoring of Gait and Machine Learning Models for Dynamic and Short-Term Falls Risk Assessment in People With Dementia. 3599-3609 - Hao Dai
PoEMS: Policy Network-Based Early Warning Monitoring System for Sepsis in Intensive Care Units. 3610-3621 - Wenyan Liu, Shuo Du, Na Pang
Central Aortic Blood Pressure Waveform Estimation with a Temporal Convolutional Network. 3622-3632 - Oliver Y. Chén
Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones. 3633-3644 - Amogh Subbakrishna Adishesha
Forecasting User Interests Through Topic Tag Predictions in Online Health Communities. 3645-3656 - Jingpeng Sun
Causality Network of Infectious Disease Revealed With Causal Decomposition. 3657-3665 - Bo Tan, Qian Liao, Ping Xu, Junjun Zhang, Zhenlan Jin, Ling Li
Selective Enhancement of Frontal-Posterior Functional Connectivity by Anodal tDCS Over the Right Posterior Parietal Cortex During Temporal Attention. 3666-3676 - Ping Liang, Jiannan Yang, Weilan Wang, Guanjie Yuan, Min Han
Deep Learning Identifies Intelligible Predictors of Poor Prognosis in Chronic Kidney Disease. 3677-3685 - Ying Wang
MSGCA: Drug-Disease Associations Prediction Based on Multi-Similarities Graph Convolutional Autoencoder. 3686-3694
Volume 27, Number 8, August 2023
- Jiayu Ye
Analysis and Recognition of Voluntary Facial Expression Mimicry Based on Depressed Patients. 3698-3709 - Joshua Mathew
Remote Blood Oxygen Estimation From Videos Using Neural Networks. 3710-3720 - Shadi Ghiasi
Physiologically-Informed Gaussian Processes for Interpretable Modelling of Psycho-Physiological States. 3721-3730 - Md. Shariful Alam
A Multi-Scale Context Aware Attention Model for Medical Image Segmentation. 3731-3739 - Ilkka Suuronen, Antti Airola
Budget-Based Classification of Parkinson's Disease From Resting State EEG. 3740-3747 - Ahsan Habib
Domain Agnostic Post-Processing for QRS Detection Using Recurrent Neural Network. 3748-3759 - Marta Lenatti
Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models. 3760-3769 - Zuowei Zhang
Deep Hyperspherical Clustering for Skin Lesion Medical Image Segmentation. 3770-3781 - Hao Du
Automatic Calcification Morphology and Distribution Classification for Breast Mammograms With Multi-Task Graph Convolutional Neural Network. 3782-3793 - Guanjin Wang
A Novel AUC Maximization Imbalanced Learning Approach for Predicting Composite Outcomes in COVID-19 Hospitalized Patients. 3794-3805 - Juan A. Recio-García
Becalm: Intelligent Monitoring of Respiratory Patients. 3806-3817 - Jikun Ai
BCI Control of a Robotic Arm Based on SSVEP With Moving Stimuli for Reach and Grasp Tasks. 3818-3829 - Congying He
Diversity and Suitability of the State-of-the-Art Wearable and Wireless EEG Systems Review. 3830-3843 - Hui Liu
FGSQA-Net: A Weakly Supervised Approach to Fine-Grained Electrocardiogram Signal Quality Assessment. 3844-3855 - Andoni Elola
Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram. 3856-3866 - Hao Jia
Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis. 3867-3877 - Boyang Wei
An End-to-End Energy-Efficient Approach for Intake Detection With Low Inference Time Using Wrist-Worn Sensor. 3878-3888 - David Jimmy Lin
Real-Time Seismocardiogram Feature Extraction Using Adaptive Gaussian Mixture Models. 3889-3899 - Dongzhou Cheng
ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition. 3900-3911 - Yang Zhao, Ke Lu, Jian Xue, Shuhua Wang, Jian Lu:
Semi-Supervised Medical Image Segmentation With Voxel Stability and Reliability Constraints. 3912-3923 - Jinrong Mu
M-CSAFN: Multi-Color Space Adaptive Fusion Network for Automated Port-Wine Stains Segmentation. 3924-3935 - Xiaoyuan Guo
MedShift: Automated Identification of Shift Data for Medical Image Dataset Curation. 3936-3947 - Bin Li
Multi-Level Constrained Intra and Inter Subject Feature Representation for Facial Video Based BVP Signal Measurement. 3948-3957 - Sun Zheng
QOCT-Net: A Physics-Informed Neural Network for Intravascular Optical Coherence Tomography Attenuation Imaging. 3958-3969 - Jie Du
Coarse-Refined Consistency Learning Using Pixel-Level Features for Semi-Supervised Medical Image Segmentation. 3970-3981 - Jia Wu
A Medically Assisted Model for Precise Segmentation of Osteosarcoma Nuclei on Pathological Images. 3982-3993 - Chuyan Zhang
Contrastive Adversarial Learning for Endomicroscopy Imaging Super-Resolution. 3994-4005 - Tianyi Shi
Affinity Feature Strengthening for Accurate, Complete and Robust Vessel Segmentation. 4006-4017 - Leander Lauenburg
3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs. 4018-4027 - Jianhua Zhang
FSTIF-UNet: A Deep Learning-Based Method Towards Automatic Segmentation of Intracranial Aneurysms in Un-Reconstructed 3D-RA. 4028-4039 - Zi-Chao Zhang
Improving Alzheimer's Disease Diagnosis With Multi-Modal PET Embedding Features by a 3D Multi-Task MLP-Mixer Neural Network. 4040-4051 - Yang Li, Beiji Zou
AC-E Network: Attentive Context-Enhanced Network for Liver Segmentation. 4052-4061 - Liangliang Liu
Hybrid Contextual Semantic Network for Accurate Segmentation and Detection of Small-Size Stroke Lesions From MRI. 4062-4073 - Jiao Wang
MHL-Net: A Multistage Hierarchical Learning Network for Head and Neck Multiorgan Segmentation. 4074-4085 - Yixiong Liang
Exploring Contextual Relationships for Cervical Abnormal Cell Detection. 4086-4097 - Zhongzhong Li
SpindlesTracker: An Automatic and Low-Cost Labeled Workflow for Spindle Analysis. 4098-4109 - Tong Jin
Metadata and Image Features Co-Aware Personalized Federated Learning for Smart Healthcare. 4110-4119 - Xue Feng
Reinforcement Learning Model for Managing Noninvasive Ventilation Switching Policy. 4120-4130 - Haomiao Wang
Explanations as a New Metric for Feature Selection: A Systematic Approach. 4131-4142 - Yujin Oh
Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment. 4143-4153 - Guangqi Wen, Peng Cao
Graph Self-Supervised Learning With Application to Brain Networks Analysis. 4154-4165 - Kun Hu
Multi-Level Adversarial Spatio-Temporal Learning for Footstep Pressure Based FoG Detection. 4166-4177 - Nan Li
A Self-Supervised Framework for Learning Biological Entities Representation by Fusing Class Information. 4178-4188
Volume 27, Number 9, September 2023
- Donghua Chen
COVID-19 Vaccine Adverse Event Detection Based on Multi-Label Classification With Various Label Selection Strategies. 4192-4203 - Yang Dai
MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG. 4204-4215 - Zeng-Ding Liu
Cuffless Blood Pressure Measurement Using Smartwatches: A Large-Scale Validation Study. 4216-4227 - Zhuozheng Shi
Enhancing Performance of Convolutional Neural Network-Based Epileptic Electroencephalogram Diagnosis by Asymmetric Stochastic Resonance. 4228-4239 - Keying Ma
Parameter-Efficient Densely Connected Dual Attention Network for Phonocardiogram Classification. 4240-4249 - Javier O. Pinzón Arenas
Design and Evaluation of Deep Learning Models for Continuous Acute Pain Detection Based on Phasic Electrodermal Activity. 4250-4260 - Ahmad Ayad
An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning. 4261-4272 - Jonathan Martinez
Hypothesis Scoring for Confidence-Aware Blood Pressure Estimation With Particle Filters. 4273-4284 - Katarina Mary Gunter, Andreas Brink-Kjær, Emmanuel Mignot, Helge B. D. Sørensen, Emmanuel During, Poul Jennum:
SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder. 4285-4292 - Gongning Luo
Trajectory-Aware Adaptive Imaging Clue Analysis for Guidewire Artifact Removal in Intravascular Optical Coherence Tomography. 4293-4304 - Amirhossein Fallahdizcheh, Sandeep Laroia
Sequential Active Contour Based on Morphological-Driven Thresholding for Ultrasound Image Segmentation of Ascites. 4305-4316 - Shangwang Liu
MRL-Net: Multi-Scale Representation Learning Network for COVID-19 Lung CT Image Segmentation. 4317-4328 - Min Shi, Anagha Lokhande
Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images in Glaucoma. 4329-4340 - Yifei Yan, Rongzong Liu, Haobo Chen, Limin Zhang
CCT-Unet: A U-Shaped Network Based on Convolution Coupled Transformer for Segmentation of Peripheral and Transition Zones in Prostate MRI. 4341-4351 - Ruben T. Lucassen
Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound. 4352-4361 - Junting Zhao
Uncertainty-Aware Multi-Dimensional Mutual Learning for Brain and Brain Tumor Segmentation. 4362-4372 - Xiaoman Zhang
Self-Supervised Tumor Segmentation With Sim2Real Adaptation. 4373-4384 - Mengjian Zhang
MLP-Like Model With Convolution Complex Transformation for Auxiliary Diagnosis Through Medical Images. 4385-4396 - Kiran Kokilepersaud
Clinically Labeled Contrastive Learning for OCT Biomarker Classification. 4397-4408 - Zean Liu, Yuanzhi Cheng
Multi-Label Local to Global Learning: A Novel Learning Paradigm for Chest X-Ray Abnormality Classification. 4409-4420 - Kai Hu
Boundary-Guided and Region-Aware Network With Global Scale-Adaptive for Accurate Segmentation of Breast Tumors in Ultrasound Images. 4421-4432 - Yang Chen
dMIL-Transformer: Multiple Instance Learning Via Integrating Morphological and Spatial Information for Lymph Node Metastasis Classification. 4433-4443 - Ho Hin Lee
Semantic-Aware Contrastive Learning for Multi-Object Medical Image Segmentation. 4444-4453 - Guoyu Tong
A Deep Learning Model for Automatic Segmentation of Intraparenchymal and Intraventricular Hemorrhage for Catheter Puncture Path Planning. 4454-4465 - Jinhyo Shin
Multi-Band CNN With Band-Dependent Kernels and Amalgamated Cross Entropy Loss for Motor Imagery Classification. 4466-4477 - Ruifei Zhang
Multi-Task Learning With Hierarchical Guidance for Locating and Stratifying Submucosal Tumors. 4478-4488 - Junzhong Ji
Deep Hashing Mutual Learning for Brain Network Classification. 4489-4499 - Yang Ding
Continuous Stress Detection Based on Social Media. 4500-4511 - Zhanhe Liu
Cannulation Skill Assessment Using Functional Data Analysis. 4512-4523 - Arifur R. Anik, Kamrul Hasan
Non-Invasive Portable Technologies for Monitoring Breast Cancer Related Lymphedema to Facilitate Telehealth: A Scoping Review. 4524-4535 - Shuang Wang
Learning-Based Multimodal Information Fusion and Behavior Recognition of Vascular Interventionists' Operating Skills. 4536-4547 - Manuel Lentzen
A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression. 4548-4558 - Pengyu Zhang
IChrom-Deep: An Attention-Based Deep Learning Model for Identifying Chromatin Interactions. 4559-4568 - Wenkang Wang
CACO: A Core-Attachment Method With Cross-Species Functional Ortholog Information to Detect Human Protein Complexes. 4569-4578 - Jun Wang
Chromosome Detection in Metaphase Cell Images Using Morphological Priors. 4579-4590 - Shunxin Xiao
Graph Neural Networks With Multiple Prior Knowledge for Multi-Omics Data Analysis. 4591-4600 - María Martínez-García
Handling Ill-Conditioned Omics Data With Deep Probabilistic Models. 4601-4610 - Zhen Cui
DeepTPpred: A Deep Learning Approach With Matrix Factorization for Predicting Therapeutic Peptides by Integrating Length Information. 4611-4622 - Chengfeng Zhang, Zhaojin Li, Zijing Yang
A Dynamic Prediction Model Supporting Individual Life Expectancy Prediction Based on Longitudinal Time-Dependent Covariates. 4623-4632
Volume 27, Number 10, October 2023
- Anand Paul, Naveen K. Chilamkurti
Guest Editorial Distributed Big Data Intelligence in Instantaneous E-Healthcare Services. 4636-4638 - Shudong Wang
MSHGANMDA: Meta-Subgraphs Heterogeneous Graph Attention Network for miRNA-Disease Association Prediction. 4639-4648 - Vincenzo Schiano Di Cola
Insight Extraction From E-Health Bookings by Means of Hypergraph and Machine Learning. 4649-4659 - Haoran Li
Transformer With Double Enhancement for Low-Dose CT Denoising. 4660-4671 - Liang Qiu
Federated Semi-Supervised Learning for Medical Image Segmentation via Pseudo-Label Denoising. 4672-4683 - Peng He
Low-Latency Federated Learning via Dynamic Model Partitioning for Healthcare IoT. 4684-4695 - Fatih Altindis
Transfer Learning for P300 Brain-Computer Interfaces by Joint Alignment of Feature Vectors. 4696-4706 - Freddy L. Bueno-Palomeque
QRS-T Angles as Markers for Heart Sphericity in Subjects With Intrauterine Growth Restriction: A Simulation Study. 4707-4718 - Luiz Eduardo Virgilio da Silva
Prediction of Return of Spontaneous Circulation in a Pediatric Swine Model of Cardiac Arrest Using Low-Resolution Multimodal Physiological Waveforms. 4719-4727 - Stavros Ntalampiras
Explainable Siamese Neural Network for Classifying Pediatric Respiratory Sounds. 4728-4735 - Sihong Wei, Junfeng Gao
Analysis of Weight-Directed Functional Brain Networks in the Deception State Based on EEG Signal. 4736-4747 - Huy Phan
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging. 4748-4757 - Zhongli Bai
SECT: A Method of Shifted EEG Channel Transformer for Emotion Recognition. 4758-4767 - Lukui Shi
Lung Sound Recognition Method Based on Multi-Resolution Interleaved Net and Time-Frequency Feature Enhancement. 4768-4779 - Jun Li
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework. 4780-4791 - Jian Guan
Learning Common and Task-Specific Radiomic Features via Graph Regularized NMF for the Joint Prediction of Multiple Clinical Indicators in Breast Cancer. 4792-4803 - Guang-Quan Zhou
DSANet: Dual-Branch Shape-Aware Network for Echocardiography Segmentation in Apical Views. 4804-4815 - Kaini Wang
Adaptive Frequency Learning Network With Anti-Aliasing Complex Convolutions for Colon Diseases Subtypes. 4816-4827 - Hulin Kuang
BEA-Net: Body and Edge Aware Network With Multi-Scale Short-Term Concatenation for Medical Image Segmentation. 4828-4839 - Maryam Sousani
Toward a Multi-Modal Brain-Body Assessment in Parkinson's Disease: A Systematic Review in fNIRS. 4840-4853 - Hongyi Wang
Adaptive Decomposition and Shared Weight Volumetric Transformer Blocks for Efficient Patch-Free 3D Medical Image Segmentation. 4854-4865 - Xinwei Li
Syn_SegNet: A Joint Deep Neural Network for Ultrahigh-Field 7T MRI Synthesis and Hippocampal Subfield Segmentation in Routine 3T MRI. 4866-4877 - Guoyu Tong
A Lightweight Network for Contextual and Morphological Awareness for Hepatic Vein Segmentation. 4878-4889 - Zhuo Kuang
Cluster-Re-Supervision: Bridging the Gap Between Image-Level and Pixel-Wise Labels for Weakly Supervised Medical Image Segmentation. 4890-4901 - Hao-Chiang Shao
Retina-TransNet: A Gradient-Guided Few-Shot Retinal Vessel Segmentation Net. 4902-4913 - Jun Gao
Anatomically Guided Cross-Domain Repair and Screening for Ultrasound Fetal Biometry. 4914-4925 - Dong Zhang
An Uncertainty-Aware and Sex-Prior Guided Biological Age Estimation From Orthopantomogram Images. 4926-4937 - Zhong Liu
Automatic Diagnosis of Significant Liver Fibrosis From Ultrasound B-Mode Images Using a Handcrafted-Feature-Assisted Deep Convolutional Neural Network. 4938-4949 - Xinze Shen
TranSDFNet: Transformer-Based Truncated Signed Distance Fields for the Shape Design of Removable Partial Denture Clasps. 4950-4960 - Xingyu Gao
Brain Status Transferring Generative Adversarial Network for Decoding Individualized Atrophy in Alzheimer's Disease. 4961-4970 - Peng Qi
Individualized Prediction of Task Performance Decline Using Pre-Task Resting-State Functional Connectivity. 4971-4982 - Yuchong Li
MT-FiST: A Multi-Task Fine-Grained Spatial-Temporal Framework for Surgical Action Triplet Recognition. 4983-4994 - Rahul Sharma
Conv-eRVFL: Convolutional Neural Network Based Ensemble RVFL Classifier for Alzheimer's Disease Diagnosis. 4995-5003 - Manjit Kaur
MLNet: Metaheuristics-Based Lightweight Deep Learning Network for Cervical Cancer Diagnosis. 5004-5014 - Zeyu Tang
Adversarial Transformer for Repairing Human Airway Segmentation. 5015-5022 - Juncheng Guo
Fetal Ultrasound Standard Plane Detection With Coarse-to-Fine Multi-Task Learning. 5023-5031 - Grzegorz Sarapata
Video-Based Activity Recognition for Automated Motor Assessment of Parkinson's Disease. 5032-5041 - Romero F. A. B. de Morais
Robust and Interpretable General Movement Assessment Using Fidgety Movement Detection. 5042-5053 - Saúl Langarica
A Probabilistic Approach to Blood Glucose Prediction in Type 1 Diabetes Under Meal Uncertainties. 5054-5065 - Yunqi Zhu
Leveraging Summary Guidance on Medical Report Summarization. 5066-5075 - Shivin Srivastava
ExpertNet: A Deep Learning Approach to Combined Risk Modeling and Subtyping in Intensive Care Units. 5076-5086 - Taiyu Zhu
Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin Control in Type 1 Diabetes. 5087-5098 - Shaobo Wang
An Interpretable Data-Driven Medical Knowledge Discovery Pipeline Based on Artificial Intelligence. 5099-5109 - Junsan Zhang
A Novel Deep Learning Model for Medical Report Generation by Inter-Intra Information Calibration. 5110-5121 - Taiyu Zhu
GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks. 5122-5133 - Xiaodan Xing, Javier Del Ser
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. 5134-5142 - Alessandra De Benedictis
Digital Twins in Healthcare: An Architectural Proposal and Its Application in a Social Distancing Case Study. 5143-5154 - Yuan-Yu Chang
Full-Privacy Secured Search Engine Empowered by Efficient Genome-Mapping Algorithms. 5155-5164 - Shiming Wang
Predicting Drug-Disease Associations Through Similarity Network Fusion and Multi-View Feature Projection Representation. 5165-5176 - Yao Fu
HGECDA: A Heterogeneous Graph Embedding Model for CircRNA-Disease Association Prediction. 5177-5186 - Ying-Lian Gao
BioSTD: A New Tensor Multi-View Framework via Combining Tensor Decomposition and Strong Complementarity Constraint for Analyzing Cancer Omics Data. 5187-5198 - Juan Wang
NLRRC: A Novel Clustering Method of Jointing Non-Negative LRR and Random Walk Graph Regularized NMF for Single-Cell Type Identification. 5199-5209
Volume 27, Number 11, November 2023
- Zhao Ren
Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things. 5213-5215 - Hongli Chang
EEG-Based Parkinson's Disease Recognition via Attention-Based Sparse Graph Convolutional Neural Network. 5216-5224 - Hongxiang Gao
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning. 5225-5236 - Zhixiao Wang
Integrating Medical Domain Knowledge for Early Diagnosis of Fever of Unknown Origin: An Interpretable Hierarchical Multimodal Neural Network Approach. 5237-5248 - Guanhua Ye, Tong Chen
Heterogeneous Collaborative Learning for Personalized Healthcare Analytics via Messenger Distillation. 5249-5259 - Md Taufeeq Uddin
Cooperative Learning for Personalized Context-Aware Pain Assessment From Wearable Data. 5260-5271 - Tuanjie Liang
sEMG-Based End-to-End Continues Prediction of Human Knee Joint Angles Using the Tightly Coupled Convolutional Transformer Model. 5272-5280 - Shuaicong Hu
Semi-Supervised Learning for Low-Cost Personalized Obstructive Sleep Apnea Detection Using Unsupervised Deep Learning and Single-Lead Electrocardiogram. 5281-5292 - Niloufar Delfan
Hybrid Deep Morpho-Temporal Framework for Oscillometric Blood Pressure Measurement. 5293-5301 - Wei Li
MS-FRAN: A Novel Multi-Source Domain Adaptation Method for EEG-Based Emotion Recognition. 5302-5313 - Neurys Gómez
Time-Warping Analysis of the T-Wave Peak-to-End Interval to Quantify Ventricular Repolarization Dispersion During Ischemia. 5314-5325 - Temesgen Mehari
Towards Quantitative Precision for ECG Analysis: Leveraging State Space Models, Self-Supervision and Patient Metadata. 5326-5334 - Yang Xu, Yang Yu, Zeming Zhao, Chen Chen, Xinjun Sheng:
Cumulative Spike Train Estimation for Muscle Excitation Assessment From Surface EMG Using Spatial Spike Detection. 5335-5344 - Md. Moniruzzaman
Wearable Motion Capture: Reconstructing and Predicting 3D Human Poses From Wearable Sensors. 5345-5356 - Miguel L. Martins
Markov-Based Neural Networks for Heart Sound Segmentation: Using Domain Knowledge in a Principled Way. 5357-5368 - Tao Wang
SemiMAR: Semi-Supervised Learning for CT Metal Artifact Reduction. 5369-5380 - Xianyu Wang
A Segmentation Framework With Unsupervised Learning-Based Label Mapper for the Ventricular Target of Intracranial Germ Cell Tumor. 5381-5392 - Jie Zhang
Laparoscopic Image-Based Critical Action Recognition and Anticipation With Explainable Features. 5393-5404 - Kubilay Can Demir
Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition. 5405-5417 - Le Xu
A Siamese Network With Node Convolution for Individualized Predictions Based on Connectivity Maps Extracted From Resting-State fMRI Data. 5418-5429 - Chaolin Li
Individualized Assessment of Brain Aβ Deposition With fMRI Using Deep Learning. 5430-5438 - Jianwei Zhang
SA-RPN: A Spacial Aware Region Proposal Network for Acne Detection. 5439-5448 - Yue Gu
Compressibility Analysis of Functional Near-Infrared Spectroscopy Signals in Children With Attention-Deficit/Hyperactivity Disorder. 5449-5458 - Permana Deny
Hierarchical Transformer for Motor Imagery-Based Brain Computer Interface. 5459-5470 - Yang Liu
Cross-Domain Unpaired Learning for Low-Dose CT Imaging. 5471-5482 - Mateo Gende
Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios. 5483-5494 - Ming Fan
Cross-Parametric Generative Adversarial Network-Based Magnetic Resonance Image Feature Synthesis for Breast Lesion Classification. 5495-5505 - Qiaosi Yi
Frequency Learning via Multi-Scale Fourier Transformer for MRI Reconstruction. 5506-5517 - Yingying Zhang
Improving the Quality of Fetal Heart Ultrasound Imaging With Multihead Enhanced Self-Attention and Contrastive Learning. 5518-5529 - Constantino Álvarez Casado
Face2PPG: An Unsupervised Pipeline for Blood Volume Pulse Extraction From Faces. 5530-5541 - Ning Shen
Expert-Guided Knowledge Distillation for Semi-Supervised Vessel Segmentation. 5542-5553 - Huibin Jin
Biometric Recognition Based on Recurrence Plot and InceptionV3 Model Using Eye Movements. 5554-5563 - Qiong Wu
Immunotherapy Efficacy Prediction for Non-Small Cell Lung Cancer Using Multi-View Adaptive Weighted Graph Convolutional Networks. 5564-5575 - Lucía Gómez-Zaragozá
An Online Attachment Style Recognition System Based on Voice and Machine Learning. 5576-5587 - Yamiko Joseph Msosa
Trustworthy Data and AI Environments for Clinical Prediction: Application to Crisis-Risk in People With Depression. 5588-5598 - Hans Van Gorp
Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning. 5599-5609 - Adriana Anido-Alonso
Decentralized Data-Privacy Preserving Deep-Learning Approaches for Enhancing Inter-Database Generalization in Automatic Sleep Staging. 5610-5621 - Jiyoung Jung
Generative Perturbation Network for Universal Adversarial Attacks on Brain-Computer Interfaces. 5622-5633 - Salih Sarp
Digital Twin in Healthcare: A Study for Chronic Wound Management. 5634-5643 - Eileen Wang
Sleep Apnea Prediction Using Deep Learning. 5644-5654 - Zhiwei Ning
BertNDA: A Model Based on Graph-Bert and Multi-Scale Information Fusion for ncRNA-Disease Association Prediction. 5655-5664 - Bai Zhang
scGAMNN: Graph Antoencoder-Based Single-Cell RNA Sequencing Data Integration Algorithm Using Mutual Nearest Neighbors. 5665-5674 - Rong Tang
Predicting Drug-Protein Interactions by Self-Adaptively Adjusting the Topological Structure of the Heterogeneous Network. 5675-5684
Volume 27, Number 12, December 2023
- Hongyan Cui
A High-Rate Hybrid BCI System Based on High-Frequency SSVEP and sEMG. 5688-5698 - Ramesh Kumar Sah
Stress Monitoring in Free-Living Environments. 5699-5709 - Margaret Banker
Supervised Learning of Physical Activity Features From Functional Accelerometer Data. 5710-5721 - Wenjia Gao
FBLPF-ABOW: An Effective Method for Blink Artifact Removal in Single-Channel EEG Signal. 5722-5733 - Jesus Antonio Sanchez-Perez
Enabling Continuous Breathing-Phase Contextualization via Wearable-Based Impedance Pneumography and Lung Sounds: A Feasibility Study. 5734-5744 - Emad Alyan
Decoding Eye Blink and Related EEG Activity in Realistic Working Environments. 5745-5754 - Tom Trigano
Adaptive Trend Filtering for ECG Denoising and Delineation. 5755-5766 - Yifan Miao, Wanqing Jiang, Nuo Su, Jun Shan, Tianzi Jiang
MLDA: Multi-Loss Domain Adaptor for Cross-Session and Cross-Emotion EEG-Based Individual Identification. 5767-5778 - Guanyu Chen
SwinDAE: Electrocardiogram Quality Assessment Using 1D Swin Transformer and Denoising AutoEncoder. 5779-5790 - Guangyu Yang
FreqSense: Adaptive Sampling Rates for Sensor-Based Human Activity Recognition Under Tunable Computational Budgets. 5791-5802 - Cem Okan Yaldiz
Early Prediction of Impending Exertional Heat Stroke With Wearable Multimodal Sensing and Anomaly Detection. 5803-5814 - Jie Song
Deep Open-Curve Snake for Discriminative 3D Neuron Tracking. 5815-5826 - Yan Tian
A Revised Approach to Orthodontic Treatment Monitoring From Oralscan Video. 5827-5836 - Yuhang Zhao
The Contrastive Network With Convolution and Self-Attention Mechanisms for Unsupervised Cell Segmentation. 5837-5847 - Wentao Liu
Attention-Guided Partial Domain Adaptation for Automated Pneumonia Diagnosis From Chest X-Ray Images. 5848-5859 - Yuanjie Gu
SegCoFusion: An Integrative Multimodal Volumetric Segmentation Cooperating With Fusion Pipeline to Enhance Lesion Awareness. 5860-5871 - Tzu-Ti Wei
MPVF: 4D Medical Image Inpainting by Multi-Pyramid Voxel Flows. 5872-5882 - Yuan Yang
Coupled Contour Regression for Efficient Delineation of Lumen and External Elastic Lamina in Intravascular Ultrasound Images. 5883-5894 - Zeki Kus
Evolutionary Architecture Optimization for Retinal Vessel Segmentation. 5895-5903 - Xianghui Ruan
Temporal Micro-Action Localization for Videofluoroscopic Swallowing Study. 5904-5913 - Huazhen Chen
WS-MTST: Weakly Supervised Multi-Label Brain Tumor Segmentation With Transformers. 5914-5925 - Saisai Ding
Multi-Scale Efficient Graph-Transformer for Whole Slide Image Classification. 5926-5936 - Yiran Li
Deeply Accelerated Arterial Spin Labeling Perfusion MRI for Measuring Cerebral Blood Flow and Arterial Transit Time. 5937-5945 - Ziyuan Yang
Dynamic Corrected Split Federated Learning With Homomorphic Encryption for U-Shaped Medical Image Networks. 5946-5957 - Qingfan Hou
MFD-Net: Modality Fusion Diffractive Network for Segmentation of Multimodal Brain Tumor Image. 5958-5969 - Fengjun Zhao
Self-Supervised Triplet Contrastive Learning for Classifying Endometrial Histopathological Images. 5970-5981 - Jingchao Wang
QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation. 5982-5993 - Kang Li
MSA-GCN: A Multi-information Selection Aggregation Graph Convolutional Network for Breast Tumor Grading. 5994-6005 - Meiyan Liang, Ru Wang, Jianan Liang, Lin Wang, Bo Li, Xiaojun Jia
Interpretable Inference and Classification of Tissue Types in Histological Colorectal Cancer Slides Based on Ensembles Adaptive Boosting Prototype Tree. 6006-6017 - Sicen Liu
SHAPE: A Sample-Adaptive Hierarchical Prediction Network for Medication Recommendation. 6018-6028 - Luming Chen
TeaBERT: An Efficient Knowledge Infused Cross-Lingual Language Model for Mapping Chinese Medical Entities to the Unified Medical Language System. 6029-6038 - Yu-Hsuan Chang
Interactive Healthcare Robot Using Attention-Based Question-Answer Retrieval and Medical Entity Extraction Models. 6039-6050 - Shriram Tallam Puranam Raghu
Decision-Change Informed Rejection Improves Robustness in Pattern Recognition-Based Myoelectric Control. 6051-6061 - Huan-Yu Chen
Lung Cancer Prediction Using Electronic Claims Records: A Transformer-Based Approach. 6062-6073 - Jianing Qiu
Large AI Models in Health Informatics: Applications, Challenges, and the Future. 6074-6087 - Shanfu Lu
Prognosis Forecast of Re-Irradiation for Recurrent Nasopharyngeal Carcinoma Based on Deep Learning Multi-Modal Information Fusion. 6088-6099 - Ching Nam Hang
MEGA: Machine Learning-Enhanced Graph Analytics for Infodemic Risk Management. 6100-6111 - Kaili Wang
Fusion-Based Deep Learning Architecture for Detecting Drug-Target Binding Affinity Using Target and Drug Sequence and Structure. 6112-6120 - Youlin Zhan
scMIC: A Deep Multi-Level Information Fusion Framework for Clustering Single-Cell Multi-Omics Data. 6121-6132 - Sheng-Wen Tian
scGCC: Graph Contrastive Clustering With Neighborhood Augmentations for scRNA-Seq Data Analysis. 6133-6143
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