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IEEE Journal of Biomedical and Health Informatics, Volume 28
Volume 28, Number 1, January 2024
- Wenjian Qin
, Tianming Liu
Guest Editorial Computational Mathematics Modeling in Cancer Analysis. 4-6 - Rui Yan
Sparse and Hierarchical Transformer for Survival Analysis on Whole Slide Images. 7-18 - Ziqi Zhao
Survival Analysis for Multimode Ablation Using Self-Adapted Deep Learning Network Based on Multisource Features. 19-30 - Fan Song
A Novel Feature Engineering Method Based on Latent Representation Learning for Radiomics: Application in NSCLC Subtype Classification. 31-41 - Jiawei Zhang
Multi-Level Feature Exploration and Fusion Network for Prediction of IDH Status in Gliomas From MRI. 42-53 - Shijie Zhao
End-to-End Prediction of EGFR Mutation Status With Denseformer. 54-65 - Yilong Li
Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM. 66-77 - Zhi Wang
Cross-Domain Nuclei Detection in Histopathology Images Using Graph-Based Nuclei Feature Alignment. 78-88 - Hsienchih Ting, Manhua Liu
Multimodal Transformer of Incomplete MRI Data for Brain Tumor Segmentation. 89-99 - Wen Li
Model Generalizability Investigation for GFCE-MRI Synthesis in NPC Radiotherapy Using Multi-Institutional Patient-Based Data Normalization. 100-109 - Liangliang Liu
Collaborative Transfer Network for Multi-Classification of Breast Cancer Histopathological Images. 110-121 - Xiaoyi Lin
Improving Tumor Classification by Reusing Self-Predicted Segmentation of Medical Images as Guiding Knowledge. 122-133 - Feiyang Yu
Single-Cell Heterogeneity-Aware Transformer-Guided Multiple Instance Learning for Cancer Aneuploidy Prediction From Whole Slide Histopathology Images. 134-144 - Yongxian Fan
An Improved COVID-19 Classification Model on Chest Radiography by Dual-Ended Multiple Attention Learning. 145-156 - Zheng Zeng
Unsupervised Transfer Learning Approach With Adaptive Reweighting and Resampling Strategy for Inter-Subject EOG-Based Gaze Angle Estimation. 157-168 - Zhale Nowroozilarki
Variational Autoencoders for Biomedical Signal Morphology Clustering and Noise Detection. 169-180 - Mustapha Deji Dere
A Novel Approach to Surface EMG-Based Gesture Classification Using a Vision Transformer Integrated With Convolutive Blind Source Separation. 181-192 - Roneel V. Sharan
Automated Cough Sound Analysis for Detecting Childhood Pneumonia. 193-203 - Xiangcun Wang
Decoding Human Interaction Type From Inter-Brain Synchronization by Using EEG Brain Network. 204-215 - Huaicheng Zhang
ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD. 216-227 - Diego Cajal
Obstructive Sleep Apnea Screening by Joint Saturation Signal Analysis and PPG-Derived Pulse Rate Oscillations. 228-238 - Huaiyu Zhu
Video-Based Neonatal Pain Assessment in Uncontrolled Conditions. 239-250 - Xiangyu Zhao
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation. 251-261 - Ziyu Li
Multi-Scale Spatio-Temporal Fusion With Adaptive Brain Topology Learning for fMRI Based Neural Decoding. 262-272 - Fei Lyu
Local Style Transfer via Latent Space Manipulation for Cross-Disease Lesion Segmentation. 273-284 - Lei Zhao
TransFSM: Fetal Anatomy Segmentation and Biometric Measurement in Ultrasound Images Using a Hybrid Transformer. 285-296 - Sheng-Kai Huang
Cross-Scale Fusion Transformer for Histopathological Image Classification. 297-308 - Sirui Wu
COMET: Cross-Space Optimization-Based Mutual Learning Network for Super-Resolution of CEST-MRI. 309-320 - Minghui Zhang
Towards Connectivity-Aware Pulmonary Airway Segmentation. 321-332 - Asma Alzaid
Simultaneous Hip Implant Segmentation and Gruen Landmarks Detection. 333-342 - Jasper Linmans
The Latent Doctor Model for Modeling Inter-Observer Variability. 343-354 - Chengyang Zhang
Difference-Deformable Convolution With Pseudo Scale Instance Map for Cell Localization. 355-366 - Shuzhe Chen
Spatio-Temporal Classification of Lung Ventilation Patterns Using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation. 367-378 - Junjie Shi
MFTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation. 379-390 - Luyue Yu
A Siamese-Transport Domain Adaptation Framework for 3D MRI Classification of Gliomas and Alzheimer's Diseases. 391-402 - Dong Miao
A SwinTransformer-Based Segmentation Framework With Self-Supervised Strategy for Post-Operative Prostate Cancer Radiotherapy. 403-414 - Dingkun Liu
Local Contractive Registration With Biomechanical Model: Assessing Microwave Ablation After Compensation for Tissue Shrinkage. 415-426 - Runshi Zhang
Craniomaxillofacial Bone Segmentation and Landmark Detection Using Semantic Segmentation Networks and an Unbiased Heatmap. 427-437 - Xin Yuan
Occluded Facial Pain Assessment in the ICU Using Action Units Guided Network. 438-449 - Pavel Blinov
Medical Profile Model: Scientific and Practical Applications in Healthcare. 450-458 - Xiuding Cai
Towards Real-World Applications of Personalized Anesthesia Using Policy Constraint Q Learning for Propofol Infusion Control. 459-469 - Hangyu Zhu
Towards Real-Time Sleep Stage Prediction and Online Calibration Based on Architecturally Switchable Deep Learning Models. 470-481 - Bor-Shyh Lin
A Deep Learning-Based Chair System That Detects Sitting Posture. 482-490 - Marco Viceconti
Position Paper From the Digital Twins in Healthcare to the Virtual Human Twin: A Moon-Shot Project for Digital Health Research. 491-501 - Kyunghoon Hur
GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning. 502-513 - Saeed Iqbal
AD-CAM: Enhancing Interpretability of Convolutional Neural Networks With a Lightweight Framework - From Black Box to Glass Box. 514-525 - Sijia Yang
TSPLASSO: A Two-Stage Prior LASSO Algorithm for Gene Selection Using Omics Data. 526-537 - Haibin Liu
lncLocator-imb: An Imbalance-Tolerant Ensemble Deep Learning Framework for Predicting Long Non-Coding RNA Subcellular Localization. 538-547 - Pan Zhang
AntiViralDL: Computational Antiviral Drug Repurposing Using Graph Neural Network and Self-Supervised Learning. 548-556 - Peng Zhao
Biomarkers-Aware Asymmetric Bibranch GAN With Adaptive Memory Batch Normalization for Prediction of Anti-VEGF Treatment Response in Neovascular Age-Related Macular Degeneration. 557-568 - Xiangzhen Shen
PEB-DDI: A Task-Specific Dual-View Substructural Learning Framework for Drug-Drug Interaction Prediction. 569-579 - Lihong Peng
CellDialog: A Computational Framework for Ligand-Receptor-Mediated Cell-Cell Communication Analysis. 580-591
Volume 28, Number 2, February 2024
- Wenjin Wang
Guest Editorial Camera-Based Health Monitoring in Real-World Scenarios. 595-597 - Ze Yang
cbPPGGAN: A Generic Enhancement Framework for Unpaired Pulse Waveforms in Camera-Based Photoplethysmography. 598-608 - Changchen Zhao
Learning Spatio-Temporal Pulse Representation With Global-Local Interaction and Supervision for Remote Prediction of Heart Rate. 609-620 - Bing-Fei Wu
Contactless Blood Pressure Measurement Via Remote Photoplethysmography With Synthetic Data Generation Using Generative Adversarial Networks. 621-632 - Le Zhou, Nate Lannan
A Review of Depth-Based Human Motion Enhancement: Past and Present. 633-644 - Mehdy Dousty
Hand Grasp Classification in Egocentric Video After Cervical Spinal Cord Injury. 645-654 - Mohamed Abul Hassan
A Digital Camera-Based Eye Movement Assessment Method for NeuroEye Examination. 655-665 - Rishabh Gupta
Towards an AI-Based Objective Prognostic Model for Quantifying Wound Healing. 666-677 - Janet Pigueiras-del-Real
NRP: A Multi-Source, Heterogeneous, Automatic Data Collection System for Infants in Neonatal Intensive Care Units. 678-689 - Shengjie Ji, Dan Ma
Automated Prediction of Infant Cognitive Development Risk by Video: A Pilot Study. 690-701 - Habib Hamam
Guest Editorial Achieving Health Equity Through AI for Diagnosis and Treatment and Patient Monitoring. 702-706 - Qianghua Liu
An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice. 707-718 - Wei Dai
Deeply Supervised Skin Lesions Diagnosis With Stage and Branch Attention. 719-729 - Zhijiang Wan
CellT-Net: A Composite Transformer Method for 2-D Cell Instance Segmentation. 730-741 - I-Jung Lee
AI-Based Automatic System for Assessing Upper-Limb Spasticity of Patients With Stroke Through Voluntary Movement. 742-752 - Shengchao Chen
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia From Chest X-Ray Images. 753-764 - Jinpei Han
Noise-Factorized Disentangled Representation Learning for Generalizable Motor Imagery EEG Classification. 765-776 - Jiahui Pan
ST-SCGNN: A Spatio-Temporal Self-Constructing Graph Neural Network for Cross-Subject EEG-Based Emotion Recognition and Consciousness Detection. 777-788 - Sahar Soltanieh
In-Distribution and Out-of-Distribution Self-Supervised ECG Representation Learning for Arrhythmia Detection. 789-800 - Yu Wei
Automatic Sleep Staging Based on Contextual Scalograms and Attention Convolution Neural Network Using Single-Channel EEG. 801-811 - Jingyao Sun
Multiscale Canonical Coherence for Functional Corticomuscular Coupling Analysis. 812-822 - Jian Chen
Image Recovery Matters: A Recovery-Extraction Framework for Robust Fetal Brain Extraction From MR Images. 823-834 - Dong Yan
Hybrid QUS Radiomics: A Multimodal-Integrated Quantitative Ultrasound Radiomics for Assessing Ambulatory Function in Duchenne Muscular Dystrophy. 835-845 - Yunchu Zhang
MAEF-Net: MLP Attention for Feature Enhancement in U-Net based Medical Image Segmentation Networks. 846-857 - Feiyang Yang
MRL-Seg: Overcoming Imbalance in Medical Image Segmentation With Multi-Step Reinforcement Learning. 858-869 - Jules Bonnard
Prior-Guided Attribution of Deep Neural Networks for Obstetrics and Gynecology. 870-880 - Xiaoming Qi
STANet: Spatio-Temporal Adaptive Network and Clinical Prior Embedding Learning for 3D+T CMR Segmentation. 881-892 - Yifan Zhang
ST-GAN: A Swin Transformer-Based Generative Adversarial Network for Unsupervised Domain Adaptation of Cross-Modality Cardiac Segmentation. 893-904 - Lian Xinsen
Vague-Segment Technique: Automatic Computation of Tumor Stroma Ratio for Breast Cancer on Whole Slides. 905-916 - Ying Yang
Double Transformer Super-Resolution for Breast Cancer ADC Images. 917-928 - Chunna Tian
An Implicit-Explicit Prototypical Alignment Framework for Semi-Supervised Medical Image Segmentation. 929-940 - Wenchao Jiang
HT-RCM: Hashimoto's Thyroiditis Ultrasound Image Classification Model Based on Res-FCT and Res-CAM. 941-951 - Taslim Mahbub
Center-Focused Affinity Loss for Class Imbalance Histology Image Classification. 952-963 - Xiaoyuan Luo
Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis. 964-975 - Yuhu Shi
A Novel High-Dimensional Kernel Joint Non-Negative Matrix Factorization With Multimodal Information for Lung Cancer Study. 976-987 - Bingxue Wang
A Weakly Supervised Segmentation Network Embedding Cross-Scale Attention Guidance and Noise-Sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors. 988-999 - Chunzhuo Wang
Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention. 1000-1011 - Mingxing Chen
Brain Age Prediction Based on Quantitative Susceptibility Mapping Using the Segmentation Transformer. 1012-1021 - Brandon Oubre
Detection and Assessment of Point-to-Point Movements During Functional Activities Using Deep Learning and Kinematic Analyses of the Stroke-Affected Wrist. 1022-1030 - Ritika Jain
Modality-Specific Feature Selection, Data Augmentation and Temporal Context for Improved Performance in Sleep Staging. 1031-1042 - Zhiqiang Chen
A Semi-Supervised Multi-Scale Arbitrary Dilated Convolution Neural Network for Pediatric Sleep Staging. 1043-1053 - Zeyu Tang
Detecting Eating Episodes From Wrist Motion Using Daily Pattern Analysis. 1054-1065 - Ming-Yang Ho
Pathological Gait Analysis With an Open-Source Cloud-Enabled Platform Empowered by Semi-Supervised Learning-PathoOpenGait. 1066-1077 - Jian Liu
A Lightweight Hybrid Model Using Multiscale Markov Transition Field for Real-Time Quality Assessment of Photoplethysmography Signals. 1078-1088 - Abdallah Alsammani
Estimation of Circular Statistics in the Presence of Measurement Bias. 1089-1100 - Zhiyuan Xu
Attention-Based Deep Learning Model for Prediction of Major Adverse Cardiovascular Events in Peritoneal Dialysis Patients. 1101-1109 - Cui-Na Jiao
Multi-Kernel Graph Attention Deep Autoencoder for MiRNA-Disease Association Prediction. 1110-1121 - Zhouyang Lou, Mingyang Li, Nan Kong
An Improved Statistical Modeling Approach to Individual Anticholinergic Drug Use Trend Analysis. 1122-1133 - Hongmin Cai
Improving Cancer Survival Prediction via Graph Convolutional Neural Network Learning on Protein-Protein Interaction Networks. 1134-1143 - Na Cheng
Effect Predictor of Driver Synonymous Mutations Based on Multi-Feature Fusion and Iterative Feature Representation Learning. 1144-1151 - Yafei Ou, Prasoon Ambalathankandy
Corrections to "A Sub-Pixel Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis". 1152-1154
Volume 28, Number 3, March 2024
- Vijay Kumar
Guest Editorial Artificial Intelligence-Driven Biomedical Imaging Systems for Precision Diagnostic Applications. 1158-1160 - Yiping Jiao
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset. 1161-1172 - Nehal Ahmad
Retinal Blood Vessel Tracking and Diameter Estimation via Gaussian Process With Rider Optimization Algorithm. 1173-1184 - Abdul Qayyum
3D-IncNet: Head and Neck (H&N) Primary Tumors Segmentation and Survival Prediction. 1185-1194 - Young Seok Jeon
FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images. 1195-1206 - Amin Ul Haq
DEBCM: Deep Learning-Based Enhanced Breast Invasive Ductal Carcinoma Classification Model in IoMT Healthcare Systems. 1207-1217 - Tanmay Kumar Behera
Brain MR Image Classification Using Superpixel-Based Deep Transfer Learning. 1218-1227 - Miao Wang
An Efficient Multi-Task Synergetic Network for Polyp Segmentation and Classification. 1228-1239 - Vandana Bharti
QEMCGAN: Quantized Evolutionary Gradient Aware Multiobjective Cyclic GAN for Medical Image Translation. 1240-1251 - Raffaele Berzoini
NERONE: The Fast Way to Efficiently Execute Your Deep Learning Algorithm at the Edge. 1252-1260 - Shahriar Hossain
Vision Transformers, Ensemble Model, and Transfer Learning Leveraging Explainable AI for Brain Tumor Detection and Classification. 1261-1272 - Idil Aytekin
COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers. 1273-1284 - Long Chen
Enhancing Motor Sequence Learning via Transcutaneous Auricular Vagus Nerve Stimulation (taVNS): An EEG Study. 1285-1296 - Panagiota Kontou
Contactless Respiration Monitoring Using Wi-Fi and Artificial Neural Network Detection Method. 1297-1308 - Yue Shi
A Physics-Informed Low-Shot Adversarial Learning for sEMG-Based Estimation of Muscle Force and Joint Kinematics. 1309-1320 - Zhangdaihong Liu
Intelligent Electrocardiogram Acquisition Via Ubiquitous Photoplethysmography Monitoring. 1321-1330 - Lang Zou
Multiscale Bidirectional Temporal Convolutional Network for Sleep Apnea Detection Based on Wearable Photoplethysmography Bracelet. 1331-1340 - Riaz Minhas
A Novel Approach to Quantify Microsleep in Drivers With Obstructive Sleep Apnea by Concurrent Analysis of EEG Patterns and Driving Attributes. 1341-1352 - Chongbo Yin
Detection of Coronary Artery Disease Based on Clinical Phonocardiogram and Multiscale Attention Convolutional Compression Network. 1353-1362 - Jiayan Liu
A Robust and Real-Time Framework of Cross-Subject Myoelectric Control Model Calibration via Multi-Source Domain Adaptation. 1363-1373 - Long Chen
Influence of Transcutaneous Vagus Nerve Stimulation on Motor Planning: A Resting-State and Task-State EEG Study. 1374-1385 - Haobo Zhang
Multi-Feature Decision Fusion Network for Heart Sound Abnormality Detection and Classification. 1386-1397 - Giorgos Papanastasiou
Is Attention all You Need in Medical Image Analysis? A Review. 1398-1411 - Junyang Chen
Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation. 1412-1423 - Jianwei Zheng
CGMA-Net: Cross-Level Guidance and Multi-Scale Aggregation Network for Polyp Segmentation. 1424-1435 - Bangjun Li
Multi-Contrast Complementary Learning for Accelerated MR Imaging. 1436-1447 - Renjie Pan
S3-Net: A Self-Supervised Dual-Stream Network for Radiology Report Generation. 1448-1459 - Yusuke Akamatsu
CalibrationPhys: Self-Supervised Video-Based Heart and Respiratory Rate Measurements by Calibrating Between Multiple Cameras. 1460-1471 - Weijin Xu
ERNet: Edge Regularization Network for Cerebral Vessel Segmentation in Digital Subtraction Angiography Images. 1472-1483 - Huabing Liu
A New Multi-Atlas Based Deep Learning Segmentation Framework With Differentiable Atlas Feature Warping. 1484-1493 - Yameng Zhang, Yufei Gao
Unsupervised Joint Domain Adaptation for Decoding Brain Cognitive States From tfMRI Images. 1494-1503 - Ji-Hye Oh
Graph-Based Conditional Generative Adversarial Networks for Major Depressive Disorder Diagnosis With Synthetic Functional Brain Network Generation. 1504-1515 - Jinting Wang
TaiChiNet: Negative-Positive Cross-Attention Network for Breast Lesion Segmentation in Ultrasound Images. 1516-1527 - Lingzhi Tang
A New Automated Prognostic Prediction Method Based on Multi-Sequence Magnetic Resonance Imaging for Hepatic Resection of Colorectal Cancer Liver Metastases. 1528-1539 - Wujun Jiang
A Dual-Branch Framework With Prior Knowledge for Precise Segmentation of Lung Nodules in Challenging CT Scans. 1540-1551 - Xueyu Zhang
FD-Net: Feature Distillation Network for Oral Squamous Cell Carcinoma Lymph Node Segmentation in Hyperspectral Imagery. 1552-1563 - Xiang Zhang
Dual-View Learning Based on Images and Sequences for Molecular Property Prediction. 1564-1574 - Yan Zhang
Semi-Supervised Disease Classification Based on Limited Medical Image Data. 1575-1586 - Wenqing Li
CorrDiff: Corrective Diffusion Model for Accurate MRI Brain Tumor Segmentation. 1587-1598 - Kai Chen
RED-Net: Residual and Enhanced Discriminative Network for Image Steganalysis in the Internet of Medical Things and Telemedicine. 1611-1622 - Yanling Li
Bridging the Gap Between Vitiligo Segmentation and Clinical Scores. 1623-1634 - Jiyao Wang
Hierarchical Style-Aware Domain Generalization for Remote Physiological Measurement. 1635-1643 - Fuad Noman
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification. 1644-1655 - Dan Wu
Multi-Feature Map Integrated Attention Model for Early Prediction of Type 2 Diabetes Using Irregular Health Examination Records. 1656-1667 - Guishen Wang
EHR-HGCN: An Enhanced Hybrid Approach for Text Classification Using Heterogeneous Graph Convolutional Networks in Electronic Health Records. 1668-1679 - Zifan Jiang
Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns. 1680-1691 - Jaeyoung Huh
Improving Medical Speech-to-Text Accuracy using Vision-Language Pre-training Models. 1692-1703 - Zekai Wang
Multi-Branching Temporal Convolutional Network With Tensor Data Completion for Diabetic Retinopathy Prediction. 1704-1715 - David Pinto-Fernandez
Human Locomotion Databases: A Systematic Review. 1716-1729 - Lijuan Duan
Dual-Teacher Feature Distillation: A Transfer Learning Method for Insomniac PSG Staging. 1730-1741 - Lei Wang
GSLCDA: An Unsupervised Deep Graph Structure Learning Method for Predicting CircRNA-Disease Association. 1742-1751 - Lei Wang
MAGCDA: A Multi-Hop Attention Graph Neural Networks Method for CircRNA-Disease Association Prediction. 1752-1761 - Liwei Liu, Yuxiao Wei, Qi Zhang, Qi Zhao:
SSCRB: Predicting circRNA-RBP Interaction Sites Using a Sequence and Structural Feature-Based Attention Model. 1762-1772 - Jianliang Gao
AutoDDI: Drug-Drug Interaction Prediction With Automated Graph Neural Network. 1773-1784 - Herty Liany
ASTER: A Method to Predict Clinically Relevant Synthetic Lethal Genetic Interactions. 1785-1796 - Binh Duong Giap
Adaptive Tensor-Based Feature Extraction for Pupil Segmentation in Cataract Surgery. 1599-1610
Volume 28, Number 4, April 2024
- Ghulam Muhammad
Guest Editorial Insights of Machine Learning into Medical Decision Making Systems: From Research to Practice. 1801-1802 - Mohanad Alkhodari
Identification of Congenital Valvular Murmurs in Young Patients Using Deep Learning-Based Attention Transformers and Phonocardiograms. 1803-1814 - Hamad Zogan, Imran Razzak
Hierarchical Convolutional Attention Network for Depression Detection on Social Media and Its Impact During Pandemic. 1815-1823 - Rosanna Turrisi
An Overview of Data Integration in Neuroscience With Focus on Alzheimer's Disease. 1824-1835 - Qianqian Xie
Knowledge-Enhanced Graph Topic Transformer for Explainable Biomedical Text Summarization. 1836-1847 - Theresa Bender
Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria. 1848-1859 - Sefki Kolozali
Explainable Early Prediction of Gestational Diabetes Biomarkers by Combining Medical Background and Wearable Devices: A Pilot Study With a Cohort Group in South Africa. 1860-1871 - Le Sun
Few-Shot Class-Incremental Learning for Medical Time Series Classification. 1872-1882 - Fahmi Khalifa
Guest Editorial Advanced Machine Learning and Artificial Intelligence Tools for Computational Biology: Methodologies and Challenges. 1883-1885 - Usman Naseem
K-PathVQA: Knowledge-Aware Multimodal Representation for Pathology Visual Question Answering. 1886-1895 - Ritesh Sharma
EnDL-HemoLyt: Ensemble Deep Learning-Based Tool for Identifying Therapeutic Peptides With Low Hemolytic Activity. 1896-1905 - Aleksandr Talitckii
Employing Feature Selection Algorithms to Determine the Immune State of a Mouse Model of Rheumatoid Arthritis. 1906-1916 - Ling-Yan Gu
Hybrid Bayesian Optimization-Based Graphical Discovery for Methylation Sites Prediction. 1917-1926 - Yiqun Lin
Exploiting Hierarchical Interactions for Protein Surface Learning. 1927-1936 - Cong Shen
Prediction of LncRNA-Protein Interactions Based on Kernel Combinations and Graph Convolutional Networks. 1937-1948 - Ritesh Sharma
Artificial Intelligence-Based Model for Predicting the Minimum Inhibitory Concentration of Antibacterial Peptides Against ESKAPEE Pathogens. 1949-1958 - Dewei Yi
Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-Marker Detection. 1959-1970 - Guoqing Cai
Manifold Learning-Based Common Spatial Pattern for EEG Signal Classification. 1971-1981 - Shisen Chen
Multi-View Cross-Fusion Transformer Based on Kinetic Features for Non-Invasive Blood Glucose Measurement Using PPG Signal. 1982-1992 - Meng Chen
Elimination of Random Mixed Noise in ECG Using Convolutional Denoising Autoencoder With Transformer Encoder. 1993-2004 - Md Toki Tahmid
MD-CardioNet: A Multi-Dimensional Deep Neural Network for Cardiovascular Disease Diagnosis From Electrocardiogram. 2005-2013 - Temesgen Mehari
ECG Feature Importance Rankings: Cardiologists Vs. Algorithms. 2014-2024 - Jiang Chang
Generative Listener EEG for Speech Emotion Recognition Using Generative Adversarial Networks With Compressed Sensing. 2025-2036 - Jie Xu
Spatiotemporal Network Based on GCN and BiGRU for Seizure Detection. 2037-2046 - Raissa Souza
Identifying Biases in a Multicenter MRI Database for Parkinson's Disease Classification: Is the Disease Classifier a Secret Site Classifier? 2047-2054 - Yuning Yang
Dense Contrastive-Based Federated Learning for Dense Prediction Tasks on Medical Images. 2055-2066 - Minjoo Lim
A Unified Multi-Modality Fusion Framework for Deep Spatio-Spectral-Temporal Feature Learning in Resting-State fMRI Denoising. 2067-2078 - Mohamed El-Sharkawy
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography. 2079-2090 - Jia Wu
Continuous Refinement-Based Digital Pathology Image Assistance Scheme in Medical Decision-Making Systems. 2091-2102 - Xiaoyang Xie
CORONet: A Cross-Sequence Joint Representation and Hypergraph Convolutional Network for Classifying Molecular Subtypes of Breast Cancer Using Incomplete DCE-MRI. 2103-2114 - Zhaohu Xing
Hybrid Masked Image Modeling for 3D Medical Image Segmentation. 2115-2125 - Zi Wang
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging. 2126-2137 - Zuyu Zhang
Generalizable Polyp Segmentation via Randomized Global Illumination Augmentation. 2138-2151 - Xiu-Long Yi
TSGET: Two-Stage Global Enhanced Transformer for Automatic Radiology Report Generation. 2152-2162 - Peng Xue
Structure-Aware Registration Network for Liver DCE-CT Images. 2163-2174 - Feng Zhan
Three-Direction Fusion for Accurate Volumetric Liver and Tumor Segmentation. 2175-2186 - Aixi Qu
TNCB: Tri-Net With Cross-Balanced Pseudo Supervision for Class Imbalanced Medical Image Classification. 2187-2198 - Jun Wang
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation. 2199-2210 - Hongye Zeng
Anatomical Prior and Inter-Slice Consistency for Semi-Supervised Vertebral Structure Detection in 3D Ultrasound Volume. 2211-2222 - Wei Mao
Brain Structural Connectivity Guided Vision Transformers for Identification of Functional Connectivity Characteristics in Preterm Neonates. 2223-2234 - José Morano
Deep Multimodal Fusion of Data With Heterogeneous Dimensionality via Projective Networks. 2235-2246 - Christoph S. Metzner
Attention Mechanisms in Clinical Text Classification: A Comparative Evaluation. 2247-2258 - Wei Zhang
Predictive Modeling for Hospital Readmissions for Patients With Heart Disease: An Updated Review From 2012-2023. 2259-2269 - Ganjun Liu
PVR-Vocoder: A Pathological Voice Repair Vocoder for Voice Disorders. 2270-2281 - Ji-Hoon Jeong
DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework. 2282-2293 - Fanglin Zhu
Medicine Package Recommendation via Dual-Level Interaction Aware Heterogeneous Graph. 2294-2303 - Bryn C. Loftness
The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health. 2304-2313 - Xueyang Zhou
LoGo-GR: A Local to Global Graphical Reasoning Framework for Extracting Structured Information From Biomedical Literature. 2314-2325 - Siddhartha Kapuria
A Novel Dual Layer Cascade Reliability Framework for an Informed and Intuitive Clinician-AI Interaction in Diagnosis of Colorectal Cancer Polyps. 2326-2337 - Liang Wu
RClaNet: An Explainable Alzheimer's Disease Diagnosis Framework by Joint Registration and Classification. 2338-2349 - Marcos Lupión
Data Augmentation for Human Activity Recognition With Generative Adversarial Networks. 2350-2361 - Guodong Li
Discovering Consensus Regions for Interpretable Identification of RNA N6-Methyladenosine Modification Sites via Graph Contrastive Clustering. 2362-2372 - Chuan-Yuan Wang
Network Activity Evaluation Reveals Significant Gene Regulatory Architectures During SARS-CoV-2 Viral Infection From Dynamic scRNA-seq Data. 2373-2384 - Sathyanarayanan N. Aakur
TEPI: Taxonomy-Aware Embedding and Pseudo-Imaging for Scarcely-Labeled Zero-Shot Genome Classification. 2385-2396 - Xun Wang
TBCA: Prediction of Transcription Factor Binding Sites Using a Deep Neural Network With Lightweight Attention Mechanism. 2397-2407 - Yingwen Zhao
Predicting Protein Functions Based on Heterogeneous Graph Attention Technique. 2408-2415 - Shuhan Huang
Hierarchical and Dynamic Graph Attention Network for Drug-Disease Association Prediction. 2416-2427 - Hai-Hui Huang
MUMA: A Multi-Omics Meta-Learning Algorithm for Data Interpretation and Classification. 2428-2436 - Rahele Mohammadi
Efficient Motif Discovery in Protein Sequences Using a Branch and Bound Algorithm. 2437-2444 - Cong Wang
PLANNER: A Multi-Scale Deep Language Model for the Origins of Replication Site Prediction. 2445-2454
Volume 28, Number 5, May 2024
- Athanasios Tsanas
Guest Editorial Pervasive Computing in Healthcare. 2459-2460 - Muhammad Zubair
Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification. 2461-2472 - Xiaomao Fan
BAFNet: Bottleneck Attention Based Fusion Network for Sleep Apnea Detection. 2473-2484 - Yujie Li, Jingrui Chen, Wenjun Ma, Gansen Zhao, Xiaomao Fan
MVF-SleepNet: Multi-View Fusion Network for Sleep Stage Classification. 2485-2495 - Kai Fang
Guest Editorial AI-Empowered Internet of Things for Data-Driven Psychophysiological Computing and Patient Monitoring. 2496-2499 - Wenbiao Hu
Constructing Bodily Emotion Maps Based on High-Density Body Surface Potentials for Psychophysiological Computing. 2500-2511 - Hao Jin
DAST: A Domain-Adaptive Learning Combining Spatio-Temporal Dynamic Attention for Electroencephalography Emotion Recognition. 2512-2523 - Peng He
Compression and Encryption of Heterogeneous Signals for Internet of Medical Things. 2524-2535 - Shiliang Shao
EEG-Based Mental Workload Classification Method Based on Hybrid Deep Learning Model Under IoT. 2536-2546 - Wei Huang
Auto Diagnosis of Parkinson's Disease Via a Deep Learning Model Based on Mixed Emotional Facial Expressions. 2547-2557 - Dongrui Gao, Pengrui Li
CSF-GTNet: A Novel Multi-Dimensional Feature Fusion Network Based on Convnext-GeLU- BiLSTM for EEG-Signals-Enabled Fatigue Driving Detection. 2558-2568 - Feifei Shi
Skin Conductance-Based Acupoint and Non-Acupoint Recognition Using Machine Learning. 2569-2580 - Usman Ahmed
Graph Attention-Based Curriculum Learning for Mental Healthcare Classification. 2581-2591 - Haifeng Lu
EPIC: Emotion Perception by Spatio-Temporal Interaction Context of Gait. 2592-2601 - Yuzhu Hu
An Ensemble Classification Model for Depression Based on Wearable Device Sleep Data. 2602-2612 - Fernando García-García
Cost-Sensitive Ordinal Classification Methods to Predict SARS-CoV-2 Pneumonia Severity. 2613-2623 - Shiang Hu
$\bm{\xi}$-$\bm{\pi}$: A Nonparametric Model for Neural Power Spectra Decomposition. 2624-2635 - Bin Lin
Vital Sign Monitoring for Cancer Patients Based on Dual-Path Sensor and Divided-Frequency-CNN Model. 2636-2649 - Cheng Ding
Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms. 2650-2661 - Yan Pei
DTP-Net: Learning to Reconstruct EEG Signals in Time-Frequency Domain by Multi-Scale Feature Reuse. 2662-2673 - Lei Liu
CiGNN: A Causality-Informed and Graph Neural Network Based Framework for Cuffless Continuous Blood Pressure Estimation. 2674-2686 - Dongzhou Cheng
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition. 2687-2698 - Arash Shokouhmand
MEMS Fingertip Strain Plethysmography for Cuffless Estimation of Blood Pressure. 2699-2712 - Manikandan Shenbagam
A Sonomyography-Based Muscle Computer Interface for Individuals With Spinal Cord Injury. 2713-2722 - Dongxuan Li
Graph-Driven Simultaneous and Proportional Estimation of Wrist Angle and Grasp Force via High-Density EMG. 2723-2732 - Hongsen Pang, Li Zheng, Hongbin Fang:
Cross-Attention Enhanced Pyramid Multi-Scale Networks for Sensor-Based Human Activity Recognition. 2733-2744 - Pei-Hua Lin
Developmental Prediction of Poststroke Patients in Activities of Daily Living by Using Tree-Structured Parzen Estimator-Optimized Stacking Ensemble Approaches. 2745-2758 - Benjamin Strandli Fermann
Cardiac Valve Event Timing in Echocardiography Using Deep Learning and Triplane Recordings. 2759-2768 - En Lai
High-Frequency Discrete-Interval Binary Sequence in Asynchronous C-VEP-Based BCI for Visual Fatigue Reduction. 2769-2780 - Fangyu Zuo
Deep Learning-Based Eye-Tracking Analysis for Diagnosis of Alzheimer's Disease Using 3D Comprehensive Visual Stimuli. 2781-2793 - Lin Liu
Camera-Based Seismocardiogram for Heart Rate Variability Monitoring. 2794-2805 - Yijin Huang
SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading. 2806-2817 - Yongdong Fan
Magnetoencephalography Decoding Transfer Approach: From Deep Learning Models to Intrinsically Interpretable Models. 2818-2829 - Qingting Jiang
Label-Decoupled Medical Image Segmentation With Spatial-Channel Graph Convolution and Dual Attention Enhancement. 2830-2841 - Jiachen Zhao
Adaptive Fusion of Deep Learning With Statistical Anatomical Knowledge for Robust Patella Segmentation From CT Images. 2842-2853 - Kai-Ni Wang
SBCNet: Scale and Boundary Context Attention Dual-Branch Network for Liver Tumor Segmentation. 2854-2865 - Luolin Chen
ERetinaNet: An Efficient Neural Network Based on RetinaNet for Mammographic Breast Mass Detection. 2866-2878 - Jingjun Zhou
Clustering-Guided Twin Contrastive Learning for Endomicroscopy Image Classification. 2879-2890 - Xu Ji
Image Domain Multi-Material Decomposition Noise Suppression Through Basis Transformation and Selective Filtering. 2891-2903 - Jion Kim
3D-DGGAN: A Data-Guided Generative Adversarial Network for High Fidelity in Medical Image Generation. 2904-2915 - Jingshu Li
Embedding-Alignment Fusion-Based Graph Convolution Network With Mixed Learning Strategy for 4D Medical Image Reconstruction. 2916-2929 - Hui Che
Improving Needle Tip Tracking and Detection in Ultrasound-Based Navigation System Using Deep Learning-Enabled Approach. 2930-2942 - Bin Pu
HFSCCD: A Hybrid Neural Network for Fetal Standard Cardiac Cycle Detection in Ultrasound Videos. 2943-2954 - Xuenan Liu
HRUNet: Assessing Uncertainty in Heart Rates Measured From Facial Videos. 2955-2966 - Deok-Joong Lee
Spectral Graph Neural Network-Based Multi-Atlas Brain Network Fusion for Major Depressive Disorder Diagnosis. 2967-2978 - Diwei Su
An Efficient and Rapid Medical Image Segmentation Network. 2979-2990 - Tao Wei
Boundary-Sensitive Segmentation of Small Liver Lesions. 2991-3002 - Huaqi Zhang
MHD-Net: Memory-Aware Hetero-Modal Distillation Network for Thymic Epithelial Tumor Typing With Missing Pathology Modality. 3003-3014 - Dongmin Huang
Generalized Camera-Based Infant Sleep-Wake Monitoring in NICUs: A Multi-Center Clinical Trial. 3015-3028 - Cui-Na Jiao
Diagnosis-Guided Deep Subspace Clustering Association Study for Pathogenetic Markers Identification of Alzheimer's Disease Based on Comparative Atlases. 3029-3041 - Nuo Tong
Fully Automatic Fine-Grained Grading of Lumbar Intervertebral Disc Degeneration Using Regional Feature Recalibration Network. 3042-3054 - Meiling Wang
HCT: Chinese Medical Machine Reading Comprehension Question-Answering via Hierarchically Collaborative Transformer. 3055-3066 - Daniel Parra
Learning Difference Equations With Structured Grammatical Evolution for Postprandial Glycaemia Prediction. 3067-3078 - Peketi Divya
Memory Guided Transformer With Spatio-Semantic Visual Extractor for Medical Report Generation. 3079-3089 - Chang Cui
Deep Survival Analysis With Latent Clustering and Contrastive Learning. 3090-3101 - Jiaxi Li
Method for Incomplete and Imbalanced Data Based on Multivariate Imputation by Chained Equations and Ensemble Learning. 3102-3113 - Dipesh Tamboli
Reinforced Sequential Decision-Making for Sepsis Treatment: The PosNegDM Framework With Mortality Classifier and Transformer. 3114-3122 - Giovanni Annuzzi
Exploring Nutritional Influence on Blood Glucose Forecasting for Type 1 Diabetes Using Explainable AI. 3123-3133 - Haiyue Wang, Zaiyi Liu
Learning Consistency and Specificity of Cells From Single-Cell Multi-Omic Data. 3134-3145 - Yuanxu Wang
Hierarchical Negative Sampling Based Graph Contrastive Learning Approach for Drug-Disease Association Prediction. 3146-3157 - Fan Hu
A Transferability-Based Method for Evaluating the Protein Representation Learning. 3158-3166 - Wenjian Ma
CollaPPI: A Collaborative Learning Framework for Predicting Protein-Protein Interactions. 3167-3177 - Wen-Yue Kang
KFDAE: CircRNA-Disease Associations Prediction Based on Kernel Fusion and Deep Auto-Encoder. 3178-3185 - Zichao Lin
An Automated Analysis Framework for Epidemiological Survey on COVID-19. 3186-3199
Volume 28, Number 6, June 2024
- Jiachen Yang
Guest Editorial XAI Based Biomedical Big Data Privacy and Security. 3203-3205 - Junsheng Mu
Explainable Federated Medical Image Analysis Through Causal Learning and Blockchain. 3206-3218 - Zhiri Tang
Privacy-Preserving Federated Learning With Domain Adaptation for Multi-Disease Ocular Disease Recognition. 3219-3227 - Izhar Ahmed Khan
A Novel Collaborative SRU Network With Dynamic Behaviour Aggregation, Reduced Communication Overhead and Explainable Features. 3228-3235 - Ijaz Ahmad
A Secure and Interpretable AI for Smart Healthcare System: A Case Study on Epilepsy Diagnosis Using EEG Signals. 3236-3247 - Ziqi Chen
Channel Adaptive and Sparsity Personalized Federated Learning for Privacy Protection in Smart Healthcare Systems. 3248-3257 - Swagatika Devi
Explainable Reverse Verification of Goodness of Classification of MRI Images by Clinical Experts. 3258-3268 - Xiyu Liang
An Access Control Scheme With Privacy-Preserving Authentication and Flexible Revocation for Smart Healthcare. 3269-3278 - Sidheswar Routray
Editorial AI Driven Internet of Medical Things for Smart Healthcare Applications: Challenges and Future Trends. 3279-3281 - Jingwei Liu
A Comprehensive Privacy-Preserving Federated Learning Scheme With Secure Authentication and Aggregation for Internet of Medical Things. 3282-3292 - Farhan Ullah
A Scalable Federated Learning Approach for Collaborative Smart Healthcare Systems With Intermittent Clients Using Medical Imaging. 3293-3304 - Yixiao Wang
DRL-Based URLLC-Constraint and Energy-Efficient Task Offloading for Internet of Health Things. 3305-3316 - Zhiguo Qu
IoMT-Based Smart Healthcare Detection System Driven by Quantum Blockchain and Quantum Neural Network. 3317-3328 - Eric Appiah Mantey
Federated Learning Approach for Secured Medical Recommendation in Internet of Medical Things Using Homomorphic Encryption. 3329-3340 - Lianhong Zhang
Scoring Aided Federated Learning on Long-Tailed Data for Wireless IoMT Based Healthcare System. 3341-3348 - Li Zhang
A Two-Stage Differential Privacy Scheme for Federated Learning Based on Edge Intelligence. 3349-3360 - Muhammad Umair Ali
Correlation-Filter-Based Channel and Feature Selection Framework for Hybrid EEG-fNIRS BCI Applications. 3361-3370 - Hirak Mazumdar
Quantum-Inspired Heuristic Algorithm for Secure Healthcare Prediction Using Blockchain Technology. 3371-3378 - Sumit Singh
Smart Multimodal In-Bed Pose Estimation Framework Incorporating Generative Adversarial Neural Network. 3379-3388 - Bless Lord Y. Agbley
Federated Fusion of Magnified Histopathological Images for Breast Tumor Classification in the Internet of Medical Things. 3389-3400 - Santos Bringas
CLADSI: Deep Continual Learning for Alzheimer's Disease Stage Identification Using Accelerometer Data. 3401-3410 - Vu Phan
Seven Things to Know About Exercise Classification With Inertial Sensing Wearables. 3411-3421 - Elena Sibilano
Understanding the Role of Self-Attention in a Transformer Model for the Discrimination of SCD From MCI Using Resting-State EEG. 3422-3433 - Xu Niu
Model and Data Dual-Driven Double-Point Observation Network for Ultra-Short MI EEG Classification. 3434-3445 - Junfeng Lu
An EEG Study on $\boldsymbol{\upbeta\!\!-\!\!\upgamma}$ Phase-Amplitude Coupling-Based Functional Brain Network in Epilepsy Patients. 3446-3456 - Jesús Lázaro
Tracking Tidal Volume From Holter and Wearable Armband Electrocardiogram Monitoring. 3457-3465 - Wuxiang Shi
Removal of Ocular and Muscular Artifacts From Multi-Channel EEG Using Improved Spatial-Frequency Filtering. 3466-3477 - Liqiang Yuan
SPARK: A High-Efficiency Black-Box Domain Adaptation Framework for Source Privacy-Preserving Drowsiness Detection. 3478-3488 - Chenou Liu
RegFSC-Net: Medical Image Registration via Fourier Transform With Spatial Reorganization and Channel Refinement Network. 3489-3500 - Zheng Zhang
SCAC: A Semi-Supervised Learning Approach for Cervical Abnormal Cell Detection. 3501-3512 - Tian-Ru Wu
Deep Self-Reconstruction Fusion Similarity Hashing for the Diagnosis of Alzheimer's Disease on Multi-Modal Data. 3513-3522 - Zhenhuan Zhou
NKUT: Dataset and Benchmark for Pediatric Mandibular Wisdom Teeth Segmentation. 3523-3533 - Wenxin Wang
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection. 3534-3544 - Shun Xiang
Automatic Delineation of the 3D Left Atrium From LGE-MRI: Actor-Critic Based Detection and Semi-Supervised Segmentation. 3545-3556 - Pan Huang
LA-ViT: A Network With Transformers Constrained by Learned-Parameter-Free Attention for Interpretable Grading in a New Laryngeal Histopathology Image Dataset. 3557-3570 - Zhengliang Wu
Adaptive Knowledge Distillation for High-Quality Unsupervised MRI Reconstruction With Model-Driven Priors. 3571-3582 - Zhaotong Li
Radial Undersampled MRI Reconstruction Using Deep Learning With Mutual Constraints Between Real and Imaginary Components of K-Space. 3583-3596 - Bulat Ibragimov
The Use of Machine Learning in Eye Tracking Studies in Medical Imaging: A Review. 3597-3612 - Mingqiang Meng
DDT-Net: Dose-Agnostic Dual-Task Transfer Network for Simultaneous Low-Dose CT Denoising and Simulation. 3613-3625 - Mohammad Zunaed
Learning to Generalize Towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection From Chest X-Rays. 3626-3636 - Jiayu Ye
MAD-Former: A Traceable Interpretability Model for Alzheimer's Disease Recognition Based on Multi-Patch Attention. 3637-3648 - Kaichao Wu
Dynamic Reconfiguration of Brain Functional Network in Stroke. 3649-3659 - Chong Wang
RandStainNA++: Enhance Random Stain Augmentation and Normalization Through Foreground and Background Differentiation. 3660-3671 - Sibo Qiao
SPReCHD: Four-Chamber Semantic Parsing Network for Recognizing Fetal Congenital Heart Disease in Medical Metaverse. 3672-3682 - Wei Nie
Computational Interpersonal Communication Model for Screening Autistic Toddlers: A Case Study of Response-to-Name. 3683-3694 - Lutong Wang
Effective Motion Self-Learning Genre Using 360° Virtual Reality Content on Mobile Device: A Study Based on Taichi Training Platform. 3695-3708 - Zhen Xu
Predicting ICU Interventions: A Transparent Decision Support Model Based on Multivariate Time Series Graph Convolutional Neural Network. 3709-3720 - Jingwei Zhang
Learning Robust Representations of Tonic-Clonic Seizures With Cyclic Transformer. 3721-3731 - Zhusi Zhong
De-Biased Disentanglement Learning for Pulmonary Embolism Survival Prediction on Multimodal Data. 3732-3741 - Yujia Mi
Spectral Time-Varying Pattern Causality and Its Application. 3742-3749 - Inci M. Baytas
Predicting Progression From Mild Cognitive Impairment to Alzheimer's Dementia With Adversarial Attacks. 3750-3761 - Ziyang Xu
PTransIPs: Identification of Phosphorylation Sites Enhanced by Protein PLM Embeddings. 3762-3771 - Wei Liu
scDMAE: A Generative Denoising Model Adopted Mask Strategy for scRNA-Seq Data Recovery. 3772-3780 - Eirini Papagiannopoulou
Long-Term Regional Influenza-Like-Illness Forecasting Using Exogenous Data. 3781-3792
Volume 28, Number 7, July 2024
- Yaoqi Yang
Guest Editorial Real-Time Healthcare Monitoring With IoT Networks. 3796-3797 - Ahsan Habib
MDDBranchNet: A Deep Learning Model for Detecting Major Depressive Disorder Using ECG Signal. 3798-3809 - Kiran Kumar Patro
SMARTSeiz: Deep Learning With Attention Mechanism for Accurate Seizure Recognition in IoT Healthcare Devices. 3810-3818 - Minxi Yang
Superimposed Semantic Communication for IoT-Based Real-Time ECG Monitoring. 3819-3830 - Zhengyu Zhu
Active Reconfigurable Intelligent Surface Enhanced Internet of Medical Things. 3831-3840 - Denghui Zhang
Multi-Resolution Wavelet Fractal Analysis and Subtask Training for Enhancing Few-Shot Noisy Brainwave Recognition. 3841-3850 - Fangpeng Jin
Deep Learning-Enhanced Internet of Things for Activity Recognition in Post-Stroke Rehabilitation. 3851-3859 - Shahzaib Iqbal
LDMRes-Net: A Lightweight Neural Network for Efficient Medical Image Segmentation on IoT and Edge Devices. 3860-3871 - Hanzhong Zhang
Evolutionary Ensemble Learning for EEG-Based Cross-Subject Emotion Recognition. 3872-3881 - Zeng-Ding Liu
HGCTNet: Handcrafted Feature-Guided CNN and Transformer Network for Wearable Cuffless Blood Pressure Measurement. 3882-3894 - Pedro Fonseca
Estimating the Severity of Obstructive Sleep Apnea Using ECG, Respiratory Effort and Neural Networks. 3895-3906 - Jiahao Fan
Decomposing Task-Relevant Information From Surface Electromyogram for User-Generic Dexterous Finger Force Decoding. 3907-3917 - Haidong Gu
GaitNet+ARL: A Deep Learning Algorithm for Interpretable Gait Analysis of Chronic Ankle Instability. 3918-3927 - Yawei Chen
Predicting Arterial Stiffness From Single-Channel Photoplethysmography Signal: A Feature Interaction-Based Approach. 3928-3941 - Mohammad Nikbakht
A Residual U-Net Neural Network for Seismocardiogram Denoising and Analysis During Physical Activity. 3942-3952 - Yi Ding
MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition. 3953-3964 - Joaquin J. Gonzalez-Vazquez, Lluis Bernat
A Deep Learning Approach to Estimate Multi-Level Mental Stress From EEG Using Serious Games. 3965-3972 - Junjiao Sun
A Deep Learning Approach for Fear Recognition on the Edge Based on Two-Dimensional Feature Maps. 3973-3984 - Bolun Zeng
Adaptive Multi-Dimensional Weighted Network With Category-Aware Contrastive Learning for Fine-Grained Hand Bone Segmentation. 3985-3996 - Lei Hu
Protecting Prostate Cancer Classification From Rectal Artifacts via Targeted Adversarial Training. 3997-4009 - Chunjun Qian
Prognosis Prediction of Diffuse Large B-Cell Lymphoma in $^{18}$F-FDG PET Images Based on Multi-Deep-Learning Models. 4010-4023 - Minwoo Shin
tFUSFormer: Physics-Guided Super-Resolution Transformer for Simulation of Transcranial Focused Ultrasound Propagation in Brain Stimulation. 4024-4035 - Shan Ling
A Coarse-Fine Collaborative Learning Model for Three Vessel Segmentation in Fetal Cardiac Ultrasound Images. 4036-4047 - Xiaofei Huang
HST-MRF: Heterogeneous Swin Transformer With Multi-Receptive Field for Medical Image Segmentation. 4048-4061 - Yimin Luo
Target-Guided Diffusion Models for Unpaired Cross-Modality Medical Image Translation. 4062-4071 - Lei Yang
MSDE-Net: A Multi-Scale Dual-Encoding Network for Surgical Instrument Segmentation. 4072-4083 - Zolnamar Dorjsembe
Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis. 4084-4093 - Moritz Fuchs
Sliding Window Optimal Transport for Open World Artifact Detection in Histopathology. 4094-4104 - Qin Wan
FedIOD: Federated Multi-Organ Segmentation From Partial Labels by Exploring Inter-Organ Dependency. 4105-4117 - Jie Cao
WDFF-Net: Weighted Dual-Branch Feature Fusion Network for Polyp Segmentation With Object-Aware Attention Mechanism. 4118-4131 - Hao Quan
Dual-Channel Prototype Network for Few-Shot Pathology Image Classification. 4132-4144 - Yitian Tao
Memory-Based Cross-Modal Semantic Alignment Network for Radiology Report Generation. 4145-4156 - Benlian Xu
Isolated Random Forest Assisted Spatio-Temporal Ant Colony Evolutionary Algorithm for Cell Tracking in Time-Lapse Sequences. 4157-4169 - Xingqun Qi
Exploring Generalizable Distillation for Efficient Medical Image Segmentation. 4170-4183 - Km Poonam
Predicting Alzheimer's Disease Progression Using a Versatile Sequence-Length-Adaptive Encoder-Decoder LSTM Architecture. 4184-4193 - Ruoqing Zhang
Hybrid Brain-Computer Interface Controlled Soft Robotic Glove for Stroke Rehabilitation. 4194-4203 - Jiaxin Cai
Developing Deep LSTMs With Later Temporal Attention for Predicting COVID-19 Severity, Clinical Outcome, and Antibody Level by Screening Serological Indicators Over Time. 4204-4215 - David Azriel
Surgery Duration Prediction Using Multi-Task Feature Selection. 4216-4223 - Jianxuan Huang
DNA-T: Deformable Neighborhood Attention Transformer for Irregular Medical Time Series. 4224-4237 - Marco Postiglione
Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies. 4238-4248 - Seungwon Oh
MEDi-SOL: Multi Ensemble Distribution Model for Estimating Sleep Onset Latency. 4249-4259 - Fayang Xiang
Using Pupil Diameter for Psychological Resilience Assessment in Medical Students Based on SVM and SHAP Model. 4260-4268 - Suparna Ghanvatkar
Evaluating Explanations From AI Algorithms for Clinical Decision-Making: A Social Science-Based Approach. 4269-4280 - Bo-Wei Zhao
Motif-Aware miRNA-Disease Association Prediction via Hierarchical Attention Network. 4281-4294 - Zitong Zhang
A Hierarchical Graph Neural Network Framework for Predicting Protein-Protein Interaction Modulators With Functional Group Information and Hypergraph Structure. 4295-4305 - Ping Xuan
Meta-Path Semantic and Global-Local Representation Learning Enhanced Graph Convolutional Model for Disease-Related miRNA Prediction. 4306-4316 - Liang-Yong Xia
Redefining the Game: MVAE-DFDPnet's Low-Dimensional Embeddings for Superior Drug-Protein Interaction Predictions. 4317-4324 - Yuanyi Tian
MAMLCDA: A Meta-Learning Model for Predicting circRNA-Disease Association Based on MAML Combined With CNN. 4325-4335 - Yiqiang Yi
Equivariant Line Graph Neural Network for Protein-Ligand Binding Affinity Prediction. 4336-4347 - Weizhong Zhao
Subtask-Aware Representation Learning for Predicting Antibiotic Resistance Gene Properties via Gating-Controlled Mechanism. 4348-4360 - Young-Han Son
FTMMR: Fusion Transformer for Integrating Multiple Molecular Representations. 4361-4372 - Menglu Li
Subgraph-Aware Graph Kernel Neural Network for Link Prediction in Biological Networks. 4373-4381 - Jia Zhai
Cross-Domain Feature Disentanglement for Interpretable Modeling of Tumor Microenvironment Impact on Drug Response. 4382-4392 - Huili Zhang
Correction to: Multi-View Feature Transformation Based SVM+ for Computer-Aided Diagnosis of Liver Cancers With Ultrasound Image. 4393-4394
Volume 28, Number 8, August 2024
- Syed Hassan Ahmed
Guest Editorial Special Issue on Data-driven Cognitive Computing for Smart Healthcare Systems. 4398-4399 - Qinyong Lin
A Novel Approach of Surface Texture Mapping for Cone-Beam Computed Tomography in Image-Guided Surgical Navigation. 4400-4409 - Lina Wang
A ROI Extraction Method for Wrist Imaging Applied in Smart Bone-Age Assessment System. 4410-4420 - Wenjing Yin, Shudong Wang
DETHACDA: A Dual-View Edge and Topology Hybrid Attention Model for CircRNA-Disease Associations Prediction. 4421-4431 - Gongfa Li
Multi-View Fusion Network-Based Gesture Recognition Using sEMG Data. 4432-4443 - Dongrui Gao, Kejie Wang, Manqing Wang, Jiliu Zhou, Yongqing Zhang
SFT-Net: A Network for Detecting Fatigue From EEG Signals by Combining 4D Feature Flow and Attention Mechanism. 4444-4455 - Zeshen Tang
S2VQ-VAE: Semi-Supervised Vector Quantised-Variational AutoEncoder for Automatic Evaluation of Trail Making Test. 4456-4470 - Dongyuan Wu
LightNet: A Novel Lightweight Convolutional Network for Brain Tumor Segmentation in Healthcare. 4471-4482 - Leilei Zhao, Dalin Zhu, Xiaomin Wang, Xia Liu, Tongtong Li
An Attention-Based Hemispheric Relation Inference Network for Perinatal Brain Age Prediction. 4483-4493 - Yiyang Zhang
DCNet: A Self-Supervised EEG Classification Framework for Improving Cognitive Computing-Enabled Smart Healthcare. 4494-4502 - Yuxun Luo
A Computational Framework for Predicting Novel Drug Indications Using Graph Convolutional Network With Contrastive Learning. 4503-4511 - Qiankun Li
Embracing Large Natural Data: Enhancing Medical Image Analysis via Cross-Domain Fine-Tuning. 4512-4521 - Wenhao Zheng
Polygonal Approximation Learning for Convex Object Segmentation in Biomedical Images With Bounding Box Supervision. 4522-4533 - Junjun Huang
DCNNLFS: A Dilated Convolutional Neural Network With Late Fusion Strategy for Intelligent Classification of Gastric Histopathology Images. 4534-4543 - Xinxing Yang
GraphCL-DTA: A Graph Contrastive Learning With Molecular Semantics for Drug-Target Binding Affinity Prediction. 4544-4552 - Ye Qiu
Non-Contact Blood Pressure Estimation From Radar Signals by a Stacked Deformable Convolution Network. 4553-4564 - Guiying Xu
Riemannian Locality Preserving Method for Transfer Learning With Applications on Brain-Computer Interface. 4565-4576 - Haoran Sun
Wearable Surface Deformation Myography (sDMG) System for Recognition of Locomotion Modes. 4577-4587 - Kun Yang
Automatically Extracting and Utilizing EEG Channel Importance Based on Graph Convolutional Network for Emotion Recognition. 4588-4598 - Luis Mercado-Diaz
EDA-Graph: Graph Signal Processing of Electrodermal Activity for Emotional States Detection. 4599-4612 - Mingyue Cao
ST-Phys: Unsupervised Spatio-Temporal Contrastive Remote Physiological Measurement. 4613-4624 - Kun Yang
DSFE: Decoding EEG-Based Finger Motor Imagery Using Feature-Dependent Frequency, Feature Fusion and Ensemble Learning. 4625-4635 - Zhikai Yang
Attention-Based MultiOffset Deep Learning Reconstruction of Chemical Exchange Saturation Transfer (AMO-CEST) MRI. 4636-4647 - Zhensen Chen
Fetal Head and Pubic Symphysis Segmentation in Intrapartum Ultrasound Image Using a Dual-Path Boundary-Guided Residual Network. 4648-4659 - Yingen Zhu
Privacy-Protected Contactless Sleep Parameters Measurement Using a Defocused Camera. 4660-4673 - Chiu-Han Hsiao
Precision and Robust Models on Healthcare Institution Federated Learning for Predicting HCC on Portal Venous CT Images. 4674-4687 - Yuchen Wu
Self-Supervised Image Denoising of Third Harmonic Generation Microscopic Images of Human Glioma Tissue by Transformer-Based Blind Spot (TBS) Network. 4688-4700 - Tianyi Zhao
Enhancing Major Depressive Disorder Diagnosis With Dynamic-Static Fusion Graph Neural Networks. 4701-4710 - Li Yu
Boundary-Aware Gradient Operator Network for Medical Image Segmentation. 4711-4723 - Khaled ELKarazle
A Hessian-Based Technique for Specular Reflection Detection and Inpainting in Colonoscopy Images. 4724-4736 - Yulin Yang
Segmentation Guided Crossing Dual Decoding Generative Adversarial Network for Synthesizing Contrast-Enhanced Computed Tomography Images. 4737-4750 - Tianzhong Lan
ICNoduleNet: Enhancing Pulmonary Nodule Detection Performance on Sharp Kernel CT Imaging. 4751-4760 - Weiwei Cao
NeighborNet: Learning Intra- and Inter-Image Pixel Neighbor Representation for Breast Lesion Segmentation. 4761-4771 - Xiang Li
MH2AFormer: An Efficient Multiscale Hierarchical Hybrid Attention With a Transformer for Bladder Wall and Tumor Segmentation. 4772-4784 - Yuncheng Jiang
ECC-PolypDet: Enhanced CenterNet With Contrastive Learning for Automatic Polyp Detection. 4785-4796 - Tianxiang Huang
Involution Transformer Based U-Net for Landmark Detection in Ultrasound Images for Diagnosis of Infantile DDH. 4797-4809 - Marcel Beetz
Modeling 3D Cardiac Contraction and Relaxation With Point Cloud Deformation Networks. 4810-4819 - Ruiquan Ge
UWAFA-GAN: Ultra-Wide-Angle Fluorescein Angiography Transformation via Multi-Scale Generation and Registration Enhancement. 4820-4829 - Qinlan Xie
SSCFormer: Revisiting ConvNet-Transformer Hybrid Framework From Scale-Wise and Spatial-Channel-Aware Perspectives for Volumetric Medical Image Segmentation. 4830-4841 - Chang-Hoon Ji
Sparse Graph Representation Learning Based on Reinforcement Learning for Personalized Mild Cognitive Impairment (MCI) Diagnosis. 4842-4853 - Qunxi Dong
A Multiview Brain Network Transformer Fusing Individualized Information for Autism Spectrum Disorder Diagnosis. 4854-4865 - Lei Zhao
FARN: Fetal Anatomy Reasoning Network for Detection With Global Context Semantic and Local Topology Relationship. 4866-4877 - Hieu X. Nguyen
MPCNN: A Novel Matrix Profile Approach for CNN-based Single Lead Sleep Apnea in Classification Problem. 4878-4890 - Lu Ling
Cooperating Graph Neural Networks With Deep Reinforcement Learning for Vaccine Prioritization. 4891-4902 - Ramzi Halabi
A Novel Unsupervised Machine Learning Approach to Assess Postural Dynamics in Euthymic Bipolar Disorder. 4903-4911 - Asim Hossain Gazi
Quantifying Posttraumatic Stress Disorder Symptoms During Traumatic Memories Using Interpretable Markers of Respiratory Variability. 4912-4924 - Zhenyu Liu
Stimulus-Response Patterns: The Key to Giving Generalizability to Text-Based Depression Detection Models. 4925-4936 - Huamei Qi
Tab-Cox: An Interpretable Deep Survival Analysis Model for Patients With Nasopharyngeal Carcinoma Based on TabNet. 4937-4950 - Farhad Javanmardi
Exploring the Impact of Fine-Tuning the Wav2vec2 Model in Database-Independent Detection of Dysarthric Speech. 4951-4962 - Deepjyoti Kalita
Continuous Glucose, Insulin and Lifestyle Data Augmentation in Artificial Pancreas Using Adaptive Generative and Discriminative Models. 4963-4974 - Junkai Cheng
TransFOL: A Logical Query Model for Complex Relational Reasoning in Drug-Drug Interaction. 4975-4985 - Hanjing Jiang
Graph-Regularized Non-Negative Matrix Factorization for Single-Cell Clustering in scRNA-Seq Data. 4986-4994 - Junkai Wang
MultiModRLBP: A Deep Learning Approach for Multi-Modal RNA-Small Molecule Ligand Binding Sites Prediction. 4995-5006 - Fei He
pathCLIP: Detection of Genes and Gene Relations From Biological Pathway Figures Through Image-Text Contrastive Learning. 5007-5019
Volume 28, Number 9, September 2024
- Chi Lin, Chang Wu Yu
Guest Editorial: Special Issue on Recent Technologies in IoT for E-Health Applications. 5023-5024 - Mikail Mohammed Salim
Lightweight Authentication Scheme for IoT Based E-Healthcare Service Communication. 5025-5032 - Zheng Qu
Traceable Attribute-Based Encryption With Equality Test for Cloud Enabled E-Health System. 5033-5042 - Subramaniam Subramanian Murugesan
Neural Networks Based Smart E-Health Application for the Prediction of Tuberculosis Using Serverless Computing. 5043-5054 - Wanyong Qiu
Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound Detection. 5055-5066 - Kelvin K. L. Wong, Wenjun Chris Zhang
Guest Editorial: Special Issue on Smart Sensing for Cardiac Health Monitoring and Heart Attack Prevention and Patient Monitoring. 5067-5069 - Wan-Hua Lin
Age-Related Changes in Blood Volume Pulse Wave at Fingers and Ears. 5070-5080 - Huayu Li
DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal. 5081-5091 - Andre G. C. Pacheco
Learning to Estimate Heart Rate From Accelerometer and User's Demographics During Physical Exercises. 5092-5102 - Mingfeng Jiang
An Automatic Coronary Microvascular Dysfunction Classification Method Based on Hybrid ECG Features and Expert Features. 5103-5112 - Chengyao Tang
3M: Measuring Vital Signs With Markov-Gauss Model. 5113-5123 - Yi-Chiao Wu
Contact-Free Atrial Fibrillation Screening With Attention Network. 5124-5135 - Zhaoyang Song
Parallel Alternating Iterative Optimization for Cardiac Magnetic Resonance Image Blind Super-Resolution. 5136-5146 - Pierre G. Aublin
A Generalisable Heartbeat Classifier Leveraging Self-Supervised Learning for ECG Analysis During Magnetic Resonance Imaging. 5147-5155 - Haomeng Qiu
A Real-Time Hand Gesture Recognition System for Low-Latency HMI via Transient HD-SEMG and In-Sensor Computing. 5156-5167 - Mustufa Haider Abidi
EEGDepressionNet: A Novel Self Attention-Based Gated DenseNet With Hybrid Heuristic Adopted Mental Depression Detection Model Using EEG Signals. 5168-5179 - Noam Ben-Moshe
RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection From the Raw ECG. 5180-5188 - Wei Zhou
PSEENet: A Pseudo-Siamese Neural Network Incorporating Electroencephalography and Electrooculography Characteristics for Heterogeneous Sleep Staging. 5189-5200 - Ya Li
ER-GET: Emotion Recognition Based on Global ECG Trajectory. 5201-5213 - Jiancai Leng
Time-Frequency-Space EEG Decoding Model Based on Dense Graph Convolutional Network for Stroke. 5214-5226 - Hao Tang
Multi-Domain Based Dynamic Graph Representation Learning for EEG Emotion Recognition. 5227-5238 - Ramin Fathian
Feasibility and Validity of Wearable Sensors for Monitoring Temporal Parameters in Manual Wheelchair Propulsion. 5239-5246 - Jian Shen
HEMAsNet: A Hemisphere Asymmetry Network Inspired by the Brain for Depression Recognition From Electroencephalogram Signals. 5247-5259 - Sangkyu Kim
SeqAFNet: A Beat-Wise Sequential Neural Network for Atrial Fibrillation Classification in Adhesive Patch-Type Electrocardiographs. 5260-5269 - Zhian Liu, Lichengxi Si, Shaoxian Shi, Jing Li, Jing Zhu, Won Hee Lee
Classification of Three Anesthesia Stages Based on Near-Infrared Spectroscopy Signals. 5270-5279 - Zhenxing Huang
Accurate Whole-Brain Image Enhancement for Low-Dose Integrated PET/MR Imaging Through Spatial Brain Transformation. 5280-5289 - Raktim Kumar Mondol, Ewan K. A. Millar, Arcot Sowmya
BioFusionNet: Deep Learning-Based Survival Risk Stratification in ER+ Breast Cancer Through Multifeature and Multimodal Data Fusion. 5290-5302 - Francesco Pistolesi
A LiDAR-Based Recommendation System to Improve Sitting Posture Respecting Privacy. 5303-5311 - Nikos Tsiknakis
Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images. 5312-5322 - Irmak Sivgin, Hasan Atakan Bedel, Saban Öztürk, Tolga Çukur
A Plug-In Graph Neural Network to Boost Temporal Sensitivity in fMRI Analysis. 5323-5334 - Juncong Xu
Facial Video-Based Non-Contact Stress Recognition Utilizing Multi-Task Learning With Peak Attention. 5335-5346 - Yishuo Zhang
Retinal Vessel Segmentation by a Transformer-U-Net Hybrid Model With Dual-Path Decoder. 5347-5359 - Wenchao Jiang
FBENet: Feature-Level Boosting Ensemble Network for Hashimoto's Thyroiditis Ultrasound Image Classification. 5360-5369 - Xuebin Sun
Multi-Modal Multi-Slice Cooperative Dual-Domain Cascaded De-Aliasing Network for MR Imaging Reconstruction. 5370-5382 - Ching-Hsun Tseng
Real-Time Automatic M-Mode Echocardiography Measurement With Panel Attention. 5383-5395 - Dayu Tan
A Novel Skip-Connection Strategy by Fusing Spatial and Channel Wise Features for Multi-Region Medical Image Segmentation. 5396-5409 - Huai Chen
3D Vessel Segmentation With Limited Guidance of 2D Structure-Agnostic Vessel Annotations. 5410-5421 - Danyal F. Bhutto
Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction Using the Local Lipschitz. 5422-5434 - Susu Kang
Exploring and Exploiting Multi-Modality Uncertainty for Tumor Segmentation on PET/CT. 5435-5446 - Wenjie Zhao
MMCA-NET: A Multimodal Cross Attention Transformer Network for Nasopharyngeal Carcinoma Tumor Segmentation Based on a Total-Body PET/CT System. 5447-5458 - Li Wang, Lihui Wang, Zi-Xiang Kuai, Lei Tang
Progressive Dual Priori Network for Generalized Breast Tumor Segmentation. 5459-5472 - Jiesi Hu
A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation. 5473-5486 - Jing Liu, Coskun Bilgi
Noninvasive Left Ventricle Pressure-Volume Loop Determination Method With Cardiac Magnetic Resonance Imaging and Carotid Tonometry Using a Physics-Informed Approach. 5487-5496 - Ziyang Chen
TriLA: Triple-Level Alignment Based Unsupervised Domain Adaptation for Joint Segmentation of Optic Disc and Optic Cup. 5497-5508 - Liangliang Liu
H-Net: Heterogeneous Neural Network for Multi-Classification of Neuropsychiatric Disorders. 5509-5518 - Rudy Gunawan
Combining Multistaged Filters and Modified Segmentation Network for Improving Lung Nodules Classification. 5519-5527 - Ning Jiang, Gongshu Wang, Chuyang Ye
Multi-Task Collaborative Pre-Training and Adaptive Token Selection: A Unified Framework for Brain Representation Learning. 5528-5539 - Matthew Lee
DIPO: Differentiable Parallel Operation Blocks for Surgical Neural Architecture Search. 5540-5550 - Fei Huang
Ensemble Vision Transformer for Dementia Diagnosis. 5551-5561 - Bilel Guetarni
A Vision Transformer-Based Framework for Knowledge Transfer From Multi-Modal to Mono-Modal Lymphoma Subtyping Models. 5562-5572 - Sohaib Asif
CFI-Net: A Choquet Fuzzy Integral Based Ensemble Network With PSO-Optimized Fuzzy Measures for Diagnosing Multiple Skin Diseases Including Mpox. 5573-5586 - Shaodong Wang
Timely ICU Outcome Prediction Utilizing Stochastic Signal Analysis and Machine Learning Techniques with Readily Available Vital Sign Data. 5587-5599 - Liming Xu
CGFTrans: Cross-Modal Global Feature Fusion Transformer for Medical Report Generation. 5600-5612 - Shuo Gao
Temporal Dynamics and Physical Priori Multimodal Network for Rehabilitation Physical Training Evaluation. 5613-5623 - Wenhao Wu, Shudong Wang
MOSGAT: Uniting Specificity-Aware GATs and Cross Modal-Attention to Integrate Multi-Omics Data for Disease Diagnosis. 5624-5637 - Qi Zhong
FSCME: A Feature Selection Method Combining Copula Correlation and Maximal Information Coefficient by Entropy Weights. 5638-5648 - Zixu Ran
Characterizing Secretion System Effector Proteins With Structure-Aware Graph Neural Networks and Pre-Trained Language Models. 5649-5657
Volume 28, Number 10, October 2024
- Aceng Sambas
Guest Editorial Machine Learning Technology for Biomedical Signal Processing. 5661-5666 - Sazid Hasan
Stroke Classification With Microwave Signals Using Explainable Wavelet Convolutional Neural Network. 5667-5675 - Pradeep Kumar Das
ACDSSNet: Atrous Convolution-Based Deep Semantic Segmentation Network for Efficient Detection of Sickle Cell Anemia. 5676-5684 - Md. Shibly Sadique
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction. 5685-5695 - Milad Esmaeil-Zadeh
Effective Connectivity Estimation by a Hybrid Neural Network, Empirical Wavelet Transform, and Bayesian Optimization. 5696-5707 - Farnaz Rahimi
Simultaneous Estimation of Digit Tip Forces and Hand Postures in a Simulated Real-Life Condition With High-Density Electromyography and Deep Learning. 5708-5717 - Jeong-Hyeon Moon
Frequency Domain Deep Learning With Non-Invasive Features for Intraoperative Hypotension Prediction. 5718-5728 - Jingxue Huang
Generative Adversarial Network for Trimodal Medical Image Fusion Using Primitive Relationship Reasoning. 5729-5741 - Ijaz Ahmad, Zhenzhen Liu, Lin Li, Inam Ullah, Sunday Timothy Aboyeji, Xin Wang, Oluwarotimi Williams Samuel, Guanglin Li, Yuan Tao, Yan Chen, Shixiong Chen:
Robust Epileptic Seizure Detection Based on Biomedical Signals Using an Advanced Multi-View Deep Feature Learning Approach. 5742-5754 - Chao Li
Attention-Based Temporal Graph Representation Learning for EEG-Based Emotion Recognition. 5755-5767 - Ana Cisnal
Robust Feature Selection for BP Estimation in Multiple Populations: Towards Cuffless Ambulatory BP Monitoring. 5768-5779 - Yinzhe Wu, Sharon Jewell, Xiaodan Xing
Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning Approach. 5780-5791 - Wei Zhou
Unsupervised Domain Adaptation Fundus Image Segmentation via Multi-Scale Adaptive Adversarial Learning. 5792-5803 - Kristian P. Lorenzen
Personalization of Automatic Sleep Scoring: How Best to Adapt Models to Personal Domains in Wearable EEG. 5804-5815 - Chunzhuo Wang
Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments. 5816-5828 - Yuhui Cen
OVAR-BPnet: A General Pulse Wave Deep Learning Approach for Cuffless Blood Pressure Measurement. 5829-5841 - Shiva Maleki Varnosfaderani
An Efficient Epilepsy Prediction Model on European Dataset With Model Evaluation Considering Seizure Types. 5842-5854 - Zhiyuan Lou
Advancing Sensing Resolution of Impedance Hand Gesture Recognition Devices. 5855-5864 - Baole Fu
Cross-Modal Guiding Neural Network for Multimodal Emotion Recognition From EEG and Eye Movement Signals. 5865-5876 - Kleanthis Avramidis
Scaling Representation Learning From Ubiquitous ECG With State-Space Models. 5877-5889 - Linlin Gong
An Attention-Based Multi-Domain Bi-Hemisphere Discrepancy Feature Fusion Model for EEG Emotion Recognition. 5890-5903 - Qunli Yao
Spatial-Frequency Characteristics of EEG Associated With the Mental Stress in Human-Machine Systems. 5904-5916 - Hongxiang Gao
Graph Convolutional Network With Connectivity Uncertainty for EEG-Based Emotion Recognition. 5917-5928 - Wei Wang
Towards Wearable and Portable Spine Motion Analysis Through Dynamic Optimization of Smartphone Videos and IMU Data. 5929-5940 - Andreas Tzavelis
Development of a Miniaturized Mechanoacoustic Sensor for Continuous, Objective Cough Detection, Characterization and Physiologic Monitoring in Children With Cystic Fibrosis. 5941-5952 - Wei Xu
Using the Cocktail Party Effect to Add the Coding Dimension of Auditory Event Related Potential Brain-Computer Interface. 5953-5961 - Yujiao Zhang
Insula-Medial Prefrontal Cortex Functional Connectivity Modulated by Transcutaneous Auricular Vagus Nerve Stimulation: An fMRI Study. 5962-5970 - Chen Pang
IIAM: Intra and Inter Attention With Mutual Consistency Learning Network for Medical Image Segmentation. 5971-5983 - Jianfei Zhu
An Adaptively Weighted Averaging Method for Regional Time Series Extraction of fMRI-Based Brain Decoding. 5984-5995 - Zhu Meng
NuSEA: Nuclei Segmentation With Ellipse Annotations. 5996-6007 - Rongtao Xu
SkinFormer: Learning Statistical Texture Representation With Transformer for Skin Lesion Segmentation. 6008-6018 - Xiaoxiao Li, Zhengxiong Li
MSGM: An Advanced Deep Multi-Size Guiding Matching Network for Whole Slide Histopathology Images Addressing Staining Variation and Low Visibility Challenges. 6019-6030 - Yunbo Gu
LeSAM: Adapt Segment Anything Model for Medical Lesion Segmentation. 6031-6041 - Wenhao Xu, Rongtao Xu
PSTNet: Enhanced Polyp Segmentation With Multi-Scale Alignment and Frequency Domain Integration. 6042-6053 - Jixiang Li
End-to-End Multimodal Emotion Recognition Based on Facial Expressions and Remote Photoplethysmography Signals. 6054-6063 - Tao Han
Cross-Anatomy Transfer Learning via Shape-Aware Adaptive Fine-Tuning for 3D Vessel Segmentation. 6064-6077 - Qi He
MonoLoT: Self-Supervised Monocular Depth Estimation in Low-Texture Scenes for Automatic Robotic Endoscopy. 6078-6091 - Rui Liu
Deep Learning-Based Microscopic Cell Detection Using Inverse Distance Transform and Auxiliary Counting. 6092-6104 - Yuhuan Lu
SKGC: A General Semantic-Level Knowledge Guided Classification Framework for Fetal Congenital Heart Disease. 6105-6116 - Xiaoyu Bai, Geng Chen, Benteng Ma, Changyang Li, Jingfeng Zhang, Yong Xia
Exploratory Training for Universal Lesion Detection: Enhancing Lesion Mining Quality Through Temporal Verification. 6117-6129 - Xuyun Wen
D-MHGCN: An End-to-End Individual Behavioral Prediction Model Using Dual Multi-Hop Graph Convolutional Network. 6130-6140 - Lian Yan
EIRAD: An Evidence-Based Dialogue System With Highly Interpretable Reasoning Path for Automatic Diagnosis. 6141-6154 - Mantas Rinkevicius
Obstructive Sleep Apnea Characterization: A Multimodal Cross-Recurrence-Based Approach for Investigating Atrial Fibrillation. 6155-6167 - Mustafa Shuqair
Reinforcement Learning-Based Adaptive Classification for Medication State Monitoring in Parkinson's Disease. 6168-6179 - Sangjoon Park
MS-DINO: Masked Self-Supervised Distributed Learning Using Vision Transformer. 6180-6192 - Iara B. Santelices
Employing Deep Reinforcement Learning to Maximize Lower Limb Blood Flow Using Intermittent Pneumatic Compression. 6193-6200 - Xin Zou, Xiao He, Xiao Zheng, Wei Zhang, Jiajia Chen, Chang Tang:
DAI-Net: Dual Adaptive Interaction Network for Coordinated Medication Recommendation. 6201-6211 - Chuanze Kang
A Dual-Modality Complex-Valued Fusion Method for Predicting Side Effects of Drug-Drug Interactions Based on Graph Neural Network. 6212-6224 - Lei Li
MDNNSyn: A Multi-Modal Deep Learning Framework for Drug Synergy Prediction. 6225-6236 - Changli Feng
iProps: A Comprehensive Software Tool for Protein Classification and Analysis With Automatic Machine Learning Capabilities and Model Interpretation Capabilities. 6237-6247 - Xiaowen Hu
DeepFusionCDR: Employing Multi-Omics Integration and Molecule-Specific Transformers for Enhanced Prediction of Cancer Drug Responses. 6248-6258 - Shuang Wang
M3HOGAT: A Multi-View Multi-Modal Multi-Scale High-Order Graph Attention Network for Microbe-Disease Association Prediction. 6259-6267 - Ali Shirali
Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care. 6268-6279 - Lorena Pujante-Otalora
Spatiotemporal Data Modelling for Epidemiological Research in Hospitals. 6280-6291
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