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ORCIDIEEE Journal of Biomedical and Health Informatics, Volume 29
Volume 29, Number 1, January 2025
- Duc Huy Nguyen
, Paul Chang-Po Chao, Hiu Fai Yan, Tse-Yi Tu, Chin-Hung Cheng, Tan-Phat Phan:
Predicting Blood Pressures for Pregnant Women by PPG and Personalized Deep Learning. 5-16 - Chih-Wei Tseng, Bing-Fei Wu, Yu Sun:
A Real-Time Contact-Free Atrial Fibrillation Detection System for Mobile Devices. 17-29 - Muhammad Hameed Siddiqi, Irshad Ahmad, Yousef Alhwaiti, Faheem Khan:
Facial Expression Recognition for Healthcare Monitoring Systems Using Neural Random Forest. 30-42 - Zijun Wei, Meiju Li, Zhiqiang Zhang, Sheng Quan Xie:
Continuous Prediction of Wrist Joint Kinematics Using Surface Electromyography From the Perspective of Muscle Anatomy and Muscle Synergy Feature Extraction. 43-55 - Eugenio Lomurno, Simone Toffoli, Davide Di Febbo, Matteo Matteucci, Francesca Lunardini, Simona Ferrante:
Age Group Discrimination via Free Handwriting Indicators. 56-67 - Wujing Cao, Changyu Li, Lijun Yang, Meng Yin, Chunjie Chen, Worawarit Kobsiriphat, Thanak Utakapan, Yizhuang Yang, Haoyong Yu, Xinyu Wu:
A Fusion Network With Stacked Denoise Autoencoder and Meta Learning for Lateral Walking Gait Phase Recognition and Multi-Step-Ahead Prediction. 68-80 - Hong Wang, Zakir Ullah, Eran Gazit, Marina Brozgol, Tian Tan, Jeffrey M. Hausdorff, Peter B. Shull, Penina Ponger:
Step Width Estimation in Individuals With and Without Neurodegenerative Disease via a Novel Data-Augmentation Deep Learning Model and Minimal Wearable Inertial Sensors. 81-94 - Nick Seeuws, Maarten De Vos, Alexander Bertrand:
A Human-in-the-Loop Method for Annotation of Events in Biomedical Signals. 95-106 - Sara García de Villa, Luisa Ruiz-Ruiz, Guillermo García-Villamil Neira, Marta Neira-Álvarez, Elisabet Huertas-Hoyas, Antonio J. del Ama, Maria Cristina Rodriguez-Sánchez, Fernando Seco, Antonio Ramón Jiménez:
Validation of an IMU-Based Gait Analysis Method for Assessment of Fall Risk Against Traditional Methods. 107-117 - Zheng Zeng, Linkai Tao, Ruizhi Su, Adili Tuheti, Hao Huang, Chen Chen, Wei Chen:
Residual Self-Calibrated Network With Multi-Scale Channel Attention for Accurate EOG-Based Eye Movement Classification. 118-127 - Eleni Vasileiou, Sofia B. Dias, Stelios Hadjidimitriou, Vasileios S. Charisis, Nikolaos Karagkiozidis, Stavros Malakoudis, Patty de Groot, Stelios Andreadis, Vassilis Tsekouras, Georgios Apostolidis, Anastasia Matonaki, Thanos G. Stavropoulos, Leontios J. Hadjileontiadis:
Novel Digital Biomarkers for Fine Motor Skills Assessment in Psoriatic Arthritis: The DaktylAct Touch-Based Serious Game Approach. 128-141 - Sazid Hasan, Aida Brankovic, Md. Abdul Awal, Sasan Ahdi Rezaeieh, Shelley E. Keating, Amin M. Abbosh, Ali Zamani:
HepNet: Deep Neural Network for Classification of Early-Stage Hepatic Steatosis Using Microwave Signals. 142-151 - Fuze Tian, Haojie Zhang, Yang Tan, Lixian Zhu, Lin Shen, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto:
An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis. 152-165 - Jiaming Chen, Xueling Zhou, Lei Feng, Bingo Wing-Kuen Ling, Lianyi Han, Hongtao Zhang:
rU-Net, Multi-Scale Feature Fusion and Transfer Learning: Unlocking the Potential of Cuffless Blood Pressure Monitoring With PPG and ECG. 166-176 - Eun-Bin Park, Youngjoo Lee:
mDARTS: Searching ML-Based ECG Classifiers Against Membership Inference Attacks. 177-187 - Mohammed A. A. Al-qaness, Sike Ni:
TCNN-KAN: Optimized CNN by Kolmogorov-Arnold Network and Pruning Techniques for sEMG Gesture Recognition. 188-197 - Jing Jin, Weijie Chen, Ren Xu, Wei Liang, Xiao Wu, Xinjie He, Xingyu Wang, Andrzej Cichocki:
Multiscale Spatial-Temporal Feature Fusion Neural Network for Motor Imagery Brain-Computer Interfaces. 198-209 - Renjie Lv, Wenwen Chang, Guanghui Yan, Wenchao Nie, Lei Zheng, Bin Guo, Muhammad Tariq Sadiq:
A Novel Recognition and Classification Approach for Motor Imagery Based on Spatio-Temporal Features. 210-223 - Xiao Li, Zhuowei Yang, Xikai Tu, Jun Wang, Jian Huang:
MFRC-Net: Multi-Scale Feature Residual Convolutional Neural Network for Motor Imagery Decoding. 224-234 - Baolian Shan, Haiqing Yu, Yongzhi Huang, Minpeng Xu, Dong Ming:
Interpretable Multi-Branch Architecture for Spatiotemporal Neural Networks and Its Application in Seizure Prediction. 235-247 - Sanqian Li, Risa Higashita, Huazhu Fu, Bing Yang, Jiang Liu:
Score Prior Guided Iterative Solver for Speckles Removal in Optical Coherent Tomography Images. 248-258 - Duy-Phuong Dao, Hyung-Jeong Yang, Jahae Kim, Ngoc-Huynh Ho:
Longitudinal Alzheimer's Disease Progression Prediction With Modality Uncertainty and Optimization of Information Flow. 259-272 - Miaomiao Cai, Xiaoyu Liu, Zhiwei Xiong, Xuejin Chen:
BioSAM: Generating SAM Prompts From Superpixel Graph for Biological Instance Segmentation. 273-284 - Lin Zhang, Wenzong Li, Kaiyue Bi, Pei Li, Liang Zhang, Hui Liu:
FDDSeg: Unleashing the Power of Scribble Annotation for Cardiac MRI Images Through Feature Decomposition Distillation. 285-296 - Yupeng Cheng, Qing Guo, Felix Juefei-Xu, Huazhu Fu, Shangwei Lin, Weisi Lin:
Adversarial Exposure Attack on Diabetic Retinopathy Imagery Grading. 297-309 - Jiale Dun, Jun Wang, Juncheng Li, Qianhui Yang, Wenlong Hang, Xiaofeng Lu, Shihui Ying, Jun Shi:
A Trustworthy Curriculum Learning Guided Multi-Target Domain Adaptation Network for Autism Spectrum Disorder Classification. 310-323 - Jinwei Liu, Yashu Xu, Yi Liu, Huating Luo, Wenxiang Huang, Lizhong Yao:
Attention-Guided 3D CNN With Lesion Feature Selection for Early Alzheimer's Disease Prediction Using Longitudinal sMRI. 324-332 - Ching-Wei Wang, Kai-Lin Chu, Ting-Sheng Su, Keng-Wei Liu, Yi-Jia Lin, Tai-Kuang Chao:
Automated Quantification of HER2 Amplification Levels Using Deep Learning. 333-344 - Tao Deng, Yi Huang, Chengfan Yang:
Parallel Multi-Path Network for Ocular Disease Detection Inspired by Visual Cognition Mechanism. 345-357 - Jun-En Ding, Shihao Yang, Anna Zilverstand, Kaustubh R. Kulkarni, Xiaosi Gu, Feng Liu:
Spatial Craving Patterns in Marijuana Users: Insights From fMRI Brain Connectivity Analysis With High-Order Graph Attention Neural Networks. 358-370 - Yukang Sun, Shujun Zhang, Jinsong Li, Qi Han, Yuhua Qin:
CAISeg: A Clustering-Aided Interactive Network for Lesion Segmentation in 3D Medical Imaging. 371-382 - Heng Guo, Jianfeng Zhang, Ke Yan, Le Lu, Minfeng Xu:
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies With Query Embedding. 383-395 - Yushan Zheng, Kun Wu, Jun Li, Kunming Tang, Jun Shi, Haibo Wu, Zhiguo Jiang, Wei Wang:
Partial-Label Contrastive Representation Learning for Fine-Grained Biomarkers Prediction From Histopathology Whole Slide Images. 396-408 - Yocheved Loewenstern, Noa Benaroya-Milshtein, Katya Belelovsky, Izhar Bar-Gad:
Automatic Identification of Facial Tics Using Selfie-Video. 409-419 - Tong Wang, Su-Jin Shin, Mingkang Wang, Qi Xu, Guiyang Jiang, Fengyu Cong, Jeonghyun Kang, Hongming Xu:
Multi-Task Adaptive Resolution Network for Lymph Node Metastasis Diagnosis From Whole Slide Images of Colorectal Cancer. 420-432 - Hengyang Liu, Pengcheng Ren, Yang Yuan, Chengyun Song, Fen Luo:
Uncertainty Global Contrastive Learning Framework for Semi-Supervised Medical Image Segmentation. 433-442 - Juan Pedro Dominguez-Morales, Juan-Carlos Hernández-Rodríguez, Lourdes Duran-Lopez, Julián Conejo-Mir, José-Juan Pereyra-Rodriguez:
Melanoma Breslow Thickness Classification Using Ensemble-Based Knowledge Distillation With Semi-Supervised Convolutional Neural Networks. 443-455 - Yunwei Chen, Jialong Li, Qiqi Lu, Ye Wu, Xiaoming Liu, Yuanyuan Gao, Yanqiu Feng, Zhicheng Zhang, Xinyuan Zhang:
Spherical Harmonics-Based Deep Learning Achieves Generalized and Accurate Diffusion Tensor Imaging. 456-467 - Xiaoxi Tian, Hao Ma, Yun Guan, Le Xu, Jiangcong Liu, Lixia Tian:
Transformer3: A Pure Transformer Framework for fMRI-Based Representations of Human Brain Function. 468-481 - Haiting Mao, Yuhui Ma, Dan Zhang, Yanda Meng, Shaodong Ma, Yuchuan Qiao, Huazhu Fu, Caifeng Shan, Da Chen, Yitian Zhao, Jiong Zhang:
$\text{MR}^{2}$-Net: Retinal OCTA Image Stitching via Multi-Scale Representation Learning and Dynamic Location Guidance. 482-494 - Qi Zou, Junliang Shang, Jin-Xing Liu, Rui Gao:
BIGFormer: A Graph Transformer With Local Structure Awareness for Diagnosis and Pathogenesis Identification of Alzheimer's Disease Using Imaging Genetic Data. 495-506 - Jiahao Liu, Hongqing Zhu, Ziying Wang, Ning Chen, Tong Hou, Bingcang Huang, Weiping Lu, Ying Wang, Suyi Yang:
DCTP-Net: Dual-Branch CLIP-Enhance Textual Prompt-Aware Network for Acute Ischemic Stroke Lesion Segmentation From CT Image. 507-520 - Shukai Yang, Xiaoqian Zhang, Youdong He, Yufeng Chen, Ying Zhou:
TBE-Net: A Deep Network Based on Tree-Like Branch Encoder for Medical Image Segmentation. 521-534 - Yuanwang Zhang, Kaicong Sun, Yuxiao Liu, Fang Xie, Qihao Guo, Dinggang Shen:
A Modality-Flexible Framework for Alzheimer's Disease Diagnosis Following Clinical Routine. 535-546 - Xi Li, Ying Tan, Bocheng Liang, Bin Pu, Jiewen Yang, Lei Zhao, Yanqing Kong, Lixian Yang, Rentie Zhang, Hao Li, Shengli Li:
TKR-FSOD: Fetal Anatomical Structure Few-Shot Detection Utilizing Topological Knowledge Reasoning. 547-557 - Yifei Chen, Zhu Zhu, Shenghao Zhu, Linwei Qiu, Binfeng Zou, Fan Jia, Yunpeng Zhu, Chenyan Zhang, Zhaojie Fang, Feiwei Qin, Jin Fan, Changmiao Wang, Gang Yu, Yu Gao:
SCKansformer: Fine-Grained Classification of Bone Marrow Cells via Kansformer Backbone and Hierarchical Attention Mechanisms. 558-571 - Elham Mottaghi, Mohammad-R. Akbarzadeh-T.:
Fuzzy Synchronization Likelihood Graph in Deep Neural Networks for Human Motion Time Series Analysis. 572-582 - Xi Chen, Jiaao Yan, Sichao Qin, Pengfei Li, Shuangqian Ning, Yuting Liu:
Fall Detection Method Based on a Human Electrostatic Field and VMD-ECANet Architecture. 583-595 - Romero F. A. B. de Morais, Truyen Tran, Caroline Alexander, Natasha Amery, Catherine Morgan, Alicia J. Spittle, Vuong Le, Nadia Badawi, Alison Salt, Jane Valentine, Catherine Elliott, Elizabeth M. Hurrion, Paul A Dawson, Svetha Venkatesh:
Fine-Grained Fidgety Movement Classification Using Active Learning. 596-607 - Hongmin Cai, Ranran Deng, Defu Yang, Fa Zhang, Guorong Wu, Jiazhou Chen:
Harmonic Wavelet Neural Network for Discovering Neuropathological Propagation Patterns in Alzheimer's Disease. 608-619 - Michael Reiter, Franz Pernkopf:
Acoustic COVID-19 Detection Using Multiple Instance Learning. 620-630 - Hongfei Yang, Jiangeng Chang, Wenbo He, Caitlin Fern Wee, John Soong Tshon Yit, Mengling Feng:
Frailty Modeling Using Machine Learning Methodologies: A Systematic Review With Discussions on Outstanding Questions. 631-642 - Xin Hong, Weimao Wang, Sunjie Yan, Ximei Shen, Yongze Zhang, Xiaoyan Ye:
Related Factors Mining of Diabetes Complications Based on Manifold-Constrained Multi-Label Feature Selection. 643-656 - Lan Huang, Nan Sheng, Ling Gao, Lei Wang, Wenju Hou, Jie Hong, Yan Wang:
Self-Supervised Contrastive Learning on Attribute and Topology Graphs for Predicting Relationships Among lncRNAs, miRNAs and Diseases. 657-668 - Dilbag Singh, Ahmad Ali AlZubi, Manjit Kaur, Vijay Kumar, Heung-No Lee:
Deep Drug Synergy Prediction Network Using Modified Triangular Mutation-Based Differential Evolution. 669-678 - Jie Ni, Donghui Yan, Shan Lu, Zhuoying Xie, Yun Liu, Xin Zhang:
MiRS-HF: A Novel Deep Learning Predictor for Cancer Classification and miRNA Expression Patterns. 679-689 - Wentao Cui, Qingqing Long, Wenhao Liu, Chen Fang, Xuezhi Wang, Pengfei Wang, Yuanchun Zhou:
Hierarchical Graph Transformer With Contrastive Learning for Gene Regulatory Network Inference. 690-699 - Xuan Zang, Junjie Zhang, Buzhou Tang:
Self-Supervised Molecular Representation Learning With Topology and Geometry. 700-710 - Lihong Peng, Zongzheng Bai, Longlong Liu, Long Yang, Xin Liu, Min Chen, Xing Chen:
DTI-MvSCA: An Anti-Over-Smoothing Multi-View Framework With Negative Sample Selection for Predicting Drug-Target Interactions. 711-723 - Yan Zhao, Junliang Shang, Baojuan Qin, Limin Zhang, Xin He, Daohui Ge, Qianqian Ren, Jin-Xin Liu:
pscAdapt: Pre-Trained Domain Adaptation Network Based on Structural Similarity for Cell Type Annotation in Single Cell RNA-seq Data. 724-732
Volume 29, Number 2, February 2025
- María Fernanda Cabrera-Umpiérrez, Tayo Obafemi-Ajayi, Ahmed Metwally, Bobak J. Mortazavi:
Guest Editorial: Deep Medicine and AI for Health. 737-740 - Lin Ge, Xinming An, Donglin Zeng, Samuel A. McLean, Ronald C. Kessler, Rui Song:
Continuous-Time Hidden Markov Factor Model for Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae. 741-749 - Praveen Kumar, Fariha Moomtaheen, Scott A. Malec, Jeremy J. Yang, Cristian Bologa, Kristan Alexander Schneider, Yiliang Zhu, Mauricio Tohen, Gerardo Villarreal, Douglas J. Perkins, Elliot M. Fielstein, Sharon E. Davis, Michael E. Matheny, Christophe G. Lambert:
Detecting Opioid Use Disorder in Health Claims Data With Positive Unlabeled Learning. 750-757 - Shuqiong Wu, Tomoya Noguchi, Fumio Okura, Yasushi Yagi:
Predicting Future Cognitive Decline From Long-Term Observations of Dual-Task Performance Data. 758-766 - Xiangsen Zhang, Longfei Han, Chenchu Xu, Zhaohui Zheng, Jin Ding, Xianghui Fu, Dingwen Zhang, Junwei Han:
MHKD: Multi-Step Hybrid Knowledge Distillation for Low-Resolution Whole Slide Images Glomerulus Detection. 767-774 - Elena Idi, Francesco Prendin, Giovanni Sparacino, Simone Del Favero:
Autoencoder-Based Detection of Insulin Pump Faults in Type 1 Diabetes Treatment. 775-782 - Antonio Mendoza, Sebastian Tume, Kriti Puri, Sebastian Acosta, Joseph R. Cavallaro:
Clinical Features and Physiological Signals Fusion Network for Mechanical Circulatory Support Need Prediction in Pediatric Cardiac Intensive Care Unit. 783-791 - Muhammad Sohaib, Siyavash Shabani, Sahar A. Mohammed, Bahram Parvin:
3D-Organoid-SwinNet: High-Content Profiling of 3D Organoids. 792-798 - Hongcheng Han, Zhiqiang Tian, Qinbo Guo, Jue Jiang, Shaoyi Du, Juan Wang:
HSC-T: B-Ultrasound-to-Elastography Translation via Hierarchical Structural Consistency Learning for Thyroid Cancer Diagnosis. 799-806 - Eric Ababio Anyimadu, Yaohua Wang, Carla Floricel, Serageldin Kamel, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate:
PRO-Based Stratification Improves Model Prediction for Toxicity and Survival of Head and Neck Cancer Patients. 807-814 - Hang Wu, Yuanda Zhu, Wenqi Shi, Li Tong, May D. Wang:
Fairness Artificial Intelligence in Clinical Decision Support: Mitigating Effect of Health Disparity. 815-823 - Chen Bai, Mamoun T. Mardini:
Elucidating the Impact of Community-Level Social Determinants of Health on Pre-Operative Frailty: A Data-Driven Study in Florida. 824-830 - Chun-Kit Chung, Wen-Yang Lin:
ADR-DQPU: A Novel ADR Signal Detection Using Deep Reinforcement and Positive-Unlabeled Learning. 831-839 - Mike Doan, Sergey M. Plis:
Scaling Synthetic Brain Data Generation. 840-847 - Yijiang Zheng, Zhuoxin Long, Boyuan Feng, Ruting Cheng, Khashayar Vaziri, James K. Hahn:
D3BT: Dynamic 3D Body Transformer for Body Fat Percentage Assessment. 848-856 - Behrang Fazli Besheli, Zhiyi Sha, Amir Hossein Ayyoubi, Swamy Chandra Prakash, Thomas R. Henry, Gregory A. Worrell, Kai J. Miller, Jonathon J. Parker, David Darrow, Nuri Firat Ince:
Pseudo-HFOs Elimination in iEEG Recordings Using a Robust Residual-Based Dictionary Learning Framework. 857-869 - Max Möbus, Lars Hauptmann, Nicolas Kopp, Berken Utku Demirel, Björn Braun, Christian Holz:
Nightbeat: Heart Rate Estimation From a Wrist-Worn Accelerometer During Sleep. 870-877 - Cheng Wan, Micky C. Nnamdi, Wenqi Shi, Benjamin M. Smith, Chad Purnell, May D. Wang:
Advancing Sleep Disorder Diagnostics: A Transformer-Based EEG Model for Sleep Stage Classification and OSA Prediction. 878-886 - Zhilin Li, Xianghe Chen, Jie Li, Zhongfei Bai, Hongfei Ji, Lingyu Liu, Lingjing Jin:
Sequential sEMG Recognition With Knowledge Transfer and Dynamic Graph Network Based on Spatio-Temporal Feature Extraction Network. 887-899 - Fan Wu, Patrick Langer, Jinjoo Shim, Elgar Fleisch, Filipe Barata:
Comparative Efficacy of Commercial Wearables for Circadian Rhythm Home Monitoring From Activity, Heart Rate, and Core Body Temperature. 900-908 - Huiyang Wang, Hongfang Han, John Q. Gan, Haixian Wang:
Lightweight Source-Free Domain Adaptation Based on Adaptive Euclidean Alignment for Brain-Computer Interfaces. 909-922 - Shuai Ren, Xiaohan Wang, Maolin Cai, Yan Shi, Tao Wang, Zujin Luo:
Design of a Multi-Parameter Fusion Sensor and System for Respiratory Monitoring of Mechanically Ventilated Patients in the ICU. 923-934 - Yuxuan Shi, Aimin Jiang, Ju Zhong, Min Li, Yanping Zhu:
Multiclass Classification Framework of Motor Imagery EEG by Riemannian Geometry Networks. 935-947 - Lorena Gallego-Viñarás, Juan Miguel Mira-Tomas, Anna Michela-Gaeta, Gerard Pinol-Ripoll, Ferrán Barbé, Pablo M. Olmos, Arrate Muñoz-Barrutia:
Alzheimer's Disease Detection in EEG Sleep Signals. 948-959 - Fan Wang, Dan Chen, Shenhong Weng, Tengfei Gao, Yiping Zuo, Yuntao Zheng:
EEG Temporal-Spatial Feature Learning for Automated Selection of Stimulus Parameters in Electroconvulsive Therapy. 960-969 - Simon Geirnaert, Yuanyuan Yao, Tom Francart, Alexander Bertrand:
Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli. 970-983 - Dongxu Liu, Qichuan Ding, Chenyu Tong, Jinshuo Ai, Fei Wang:
Incremental Classification for High-Dimensional EEG Manifold Representation Using Bidirectional Dimensionality Reduction and Prototype Learning. 984-995 - Shuo Zhang, Jin Qi, Duidi Wu, Qianyou Zhao, Jie Hu:
Generalized Cross-Domain Framework for Gesture Recognition via Wrist-Worn Sensing. 996-1008 - Muhammad Farooq, Syed Aziz Shah, Dingchang Zheng, Ahmad Taha, Muhammad Ali Imran, Qammer H. Abbasi, Hasan Tahir Abbas:
Contactless Heart Sound Detection Using Advanced Signal Processing Exploiting Radar Signals. 1009-1020 - Clara García-Vicente, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Adrián Martín-Montero, David Gozal, Roberto Hornero:
SleepECG-Net: Explainable Deep Learning Approach With ECG for Pediatric Sleep Apnea Diagnosis. 1021-1034 - Qi Teng, Wei Li, Guangwei Hu, Yuanyuan Shu, Yun Liu:
Innovative Dual-Decoupling CNN With Layer-Wise Temporal-Spatial Attention for Sensor-Based Human Activity Recognition. 1035-1048 - Xiaoyu Guo, Subing Huang, Borong He, Chuanlin Lan, Jodie J. Xie, Kelvin Y. S. Lau, Tomohiko Takei, Arthur D. P. Mak, Roy T. H. Cheung, Kazuhiko Seki, Vincent C. K. Cheung, Rosa H. M. Chan:
Inhibitory Components in Muscle Synergies Factorized by the Rectified Latent Variable Model From Electromyographic Data. 1049-1061 - Long-Hao Yang, Fei-Fei Ye, Chris D. Nugent, Jun Liu, Ying-Ming Wang:
Belief-Rule-Based System With Self-Organizing and Multi-Temporal Modeling for Sensor-Based Human Activity Recognition. 1062-1073 - Xunju Ma, Yali Liu, Xiaohui Zhang, Lorenzo Masia, Qiuzhi Song:
Real-Time Continuous Locomotion Mode Recognition and Transition Prediction for Human With Lower Limb Exoskeleton. 1074-1086 - Emiro J. Ibarra, Gabriel E. Galindo, Gabriel A. Alzamendi, Juan P. Cortés, Christian Castro, Rodrigo Manríquez, Alba Testart, Matías Zañartu:
Empirical Distribution of Glottal Edges (EDGE): A Statistical Assessment of Vocal Fold Kinematics Using High-Speed Videoendoscopy. 1087-1100 - Pengxiao Xu, Junyan Lyu, Li Lin, Pujin Cheng, Xiaoying Tang:
LF-SynthSeg: Label-Free Brain Tissue-Assisted Tumor Synthesis and Segmentation. 1101-1112 - Feng Sun, Ying Zhou, Longxiangfeng Hu, Yongyan Li, Dan Zhao, Yufeng Chen, Yu He:
EDSRNet: An Enhanced Decoder Semantic Recovery Network for 2D Medical Image Segmentation. 1113-1124 - Yuanyuan Xu, Hui Yu, Jiliu Zhou, Yan Liu:
Mesh Regression Based Shape Enhancement Operator Designed for Organ Segmentation. 1125-1136 - Jinghui Chu, Wangtao Liu, Qi Tian, Wei Lu:
PFPRNet: A Phase-Wise Feature Pyramid With Retention Network for Polyp Segmentation. 1137-1150 - Nan Bao, Jiaxin Zhang, Zhikun Li, Shiyu Wei, Jiazhen Zhang, Stephen E. Greenwald, John A. Onofrey, Yihuan Lu, Lisheng Xu:
CT-Less Whole-Body Bone Segmentation of PET Images Using a Multimodal Deep Learning Network. 1151-1164 - Mingxiao Tu, Hoijoon Jung, Jinman Kim, Andre Kyme:
Head-Mounted Displays in Context-Aware Systems for Open Surgery: A State-of-the-Art Review. 1165-1175 - Fangrong Zong, Zaimin Zhu, Jiayi Zhang, Xiaofeng Deng, Zhuangzhuang Li, Chuyang Ye, Yong Liu:
Attention-Based Q-Space Deep Learning Generalized for Accelerated Diffusion Magnetic Resonance Imaging. 1176-1188 - Xiaoxiao Li, Taobo Hu, Zhengxiong Li, Mengping Long, Zhaoyi Ye, Jin Huang, Yaxiaer Yalikun, Sheng Liu, Yiqiang Liu, Du Wang, Jianghua Wu, Liye Mei, Cheng Lei:
MRRM: Advanced Biomarker Alignment in Multi-Staining Pathology Images via Multi-Scale Ring Rotation-Invariant Matching. 1189-1198 - Li Zhou, Jie Li, Weilong Tan:
M-NET: Transforming Single Nucleotide Variations Into Patient Feature Images for the Prediction of Prostate Cancer Metastasis and Identification of Significant Pathways. 1199-1208 - Yuhao Du, Yuncheng Jiang, Shuangyi Tan, Si-Qi Liu, Zhen Li, Guanbin Li, Xiang Wan:
Highlighted Diffusion Model as Plug-In Priors for Polyp Segmentation. 1209-1220 - Zaixin Ou, Yongsheng Pan, Fang Xie, Qihao Guo, Dinggang Shen:
Image-and-Label Conditioning Latent Diffusion Model: Synthesizing A$\beta$-PET From MRI for Detecting Amyloid Status. 1221-1231 - Hailin Li, Di Dong, Mengjie Fang, Bingxi He, Shengyuan Liu, Chaoen Hu, Zaiyi Liu, Hexiang Wang, Linglong Tang, Jie Tian:
ContraSurv: Enhancing Prognostic Assessment of Medical Images via Data-Efficient Weakly Supervised Contrastive Learning. 1232-1242 - Mengmeng Wu, Tiantian Liu, Xin Dai, Chuyang Ye, Jinglong Wu, Shintaro Funahashi, Tianyi Yan:
HMDA: A Hybrid Model With Multi-Scale Deformable Attention for Medical Image Segmentation. 1243-1255 - Weiwen Wu, Yifei Long, Zhifan Gao, Guang Yang, Fangxiao Cheng, Jianjia Zhang:
Multi-Level Noise Sampling From Single Image for Low-Dose Tomography Reconstruction. 1256-1268 - Jianning Chi, Jia-hui Chen, Bo Wu, Jin Zhao, Kai Wang, Xiaosheng Yu, Wenjun Zhang, Ying Huang:
A Dual-Branch Cross-Modality-Attention Network for Thyroid Nodule Diagnosis Based on Ultrasound Images and Contrast-Enhanced Ultrasound Videos. 1269-1282 - Taimur Hassan, Hina Raja, Kais Belwafi, Samet Akcay, Mohamed Jleli, Bessem Samet, Naoufel Werghi, Jawad Yousaf, Mohammed Ghazal:
A Vision Language Correlation Framework for Screening Disabled Retina. 1283-1296 - Jiameng Liu, Feihong Liu, Dong Nie, Yuning Gu, Yuhang Sun, Dinggang Shen:
Structure-Aware Brain Tissue Segmentation for Isointense Infant MRI Data Using Multi-Phase Multi-Scale Assistance Network. 1297-1307 - Fang Peng, Hongkuan Shi, Shiquan He, Qiang Hu, Ting Li, Fan Huang, Xinxia Feng, Mei Liu, Jiazhi Liao, Qiang Li, Zhiwei Wang:
Fine-Grained Temporal Site Monitoring in EGD Streams via Visual Time-Aware Embedding and Vision-Text Asymmetric Coworking. 1308-1319 - Jiahui Pan, Yangzuyi Yu, Man Li, Wanxin Wei, Shuyu Chen, Heyi Zheng, Yanbin He, Yuanqing Li:
A Multimodal Consistency-Based Self-Supervised Contrastive Learning Framework for Automated Sleep Staging in Patients With Disorders of Consciousness. 1320-1332 - Sumit Dalal, Deepa Tilwani, Manas Gaur, Sarika Jain, Valerie L. Shalin, Amit P. Sheth:
A Cross Attention Approach to Diagnostic Explainability Using Clinical Practice Guidelines for Depression. 1333-1342 - Yishan Jiang, Hyung-Jeong Yang, Jahae Kim, Zhenzhou Tang, Xiukai Ruan:
Power of Multi-Modality Variables in Predicting Parkinson's Disease Progression. 1343-1356 - Ting Yu, Binhui Ge, Shuhui Wang, Yan Yang, Qingming Huang, Jun Yu:
Consistency Conditioned Memory Augmented Dynamic Diagnosis Model for Medical Visual Question Answering. 1357-1370 - Yan Pei, Jiahui Xu, Feng Yu, Lisan Zhang, Wei Luo:
WaveSleepNet: An Interpretable Network for Expert-Like Sleep Staging. 1371-1382 - Elena Idi, Eleonora Manzoni, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero:
Unsupervised Retrospective Detection of Pressure Induced Failures in Continuous Glucose Monitoring Sensors for T1D Management. 1383-1396 - Hoda Nemat, Heydar Khadem, Jackie Elliott, Mohammed Benaissa:
Physical Activity Integration in Blood Glucose Level Prediction: Different Levels of Data Fusion. 1397-1408 - Liangping Ding, Giovanni Colavizza, Zhixiong Zhang:
Partial Annotation Learning for Biomedical Entity Recognition. 1409-1418 - Yuyang Sun, Panagiotis Kosmas:
Integrating Bayesian Approaches and Expert Knowledge for Forecasting Continuous Glucose Monitoring Values in Type 2 Diabetes Mellitus. 1419-1432 - Wenjie Song, Jiqing Han, Shiwen Deng, Tieran Zheng, Guibin Zheng, Yongjun He:
Joint Energy-Based Model for Semi-Supervised Respiratory Sound Classification: A Method of Insensitive to Distribution Mismatch. 1433-1443 - Alexis Burgon, Yuhang Zhang, Nicholas Petrick, Berkman Sahiner, Kenny H. Cha, Ravi K. Samala:
Bias Amplification to Facilitate the Systematic Evaluation of Bias Mitigation Methods. 1444-1454 - Ashwin Pathak, Curtis Marshall, Carolyn Davis, Philip Yang, Rishikesan Kamaleswaran:
RespBERT: A Multi-Site Validation of a Natural Language Processing Algorithm, of Radiology Notes to Identify Acute Respiratory Distress Syndrome (ARDS). 1455-1463 - Asmaa AbdulQawy, Elsayed Sallam, Amr Elkholy:
UnBias: Unveiling Bias Implications in Deep Learning Models for Healthcare Applications. 1464-1471 - Yangyi Du, Xiaojun Zhou, Qian Gao, Chunhua Yang, Tingwen Huang:
A Deep Reinforcement Learning-Based Feature Selection Method for Invasive Disease Event Prediction Using Imbalanced Follow-Up Data. 1472-1483 - Zhen Tian, Zhuangzhuang Zhang, Wanning Zhou, Zhixia Teng, Wei Song, Quan Zou:
DSANIB: Drug-Target Interaction Predictions With Dual-View Synergistic Attention Network and Information Bottleneck Strategy. 1484-1493 - Min Zeng, Jingwei Lu, Yiming Li, Chengqian Lu, Shichao Kan, Fei Guo, Min Li:
CellCircLoc: Deep Neural Network for Predicting and Explaining Cell Line-Specific CircRNA Subcellular Localization. 1494-1503 - Ching-Yi Lin, Marc Dandin:
Machine Learning Identification and Classification of Mitosis and Migration of Cancer Cells in a Lab-on-CMOS Capacitance Sensing Platform. 1504-1513 - Qian Gao, Tao Xu, Xiaodi Li, Wanling Gao, Haoyuan Shi, Youhua Zhang, Jie Chen, Zhenyu Yue:
Interpretable Dynamic Directed Graph Convolutional Network for Multi-Relational Prediction of Missense Mutation and Drug Response. 1514-1524 - Junjie Zhang, Xuan Zang, Hao Chen, Xiaowei Yan, Buzhou Tang:
Revisiting Drug Recommendation From a Causal Perspective. 1525-1533 - Wei Peng, Chuyue Chen, Wei Dai, Ning Yu, Jianxin Wang:
Predicting Clinical Anticancer Drug Response of Patients by Using Domain Alignment and Prototypical Learning. 1534-1545 - Minkyoung Kim, Jae Heon Kim, Beakcheol Jang:
Forecasting Epidemic Spread With Recurrent Graph Gate Fusion Transformers. 1546-1559
Volume 29, Number 3, March 2025
- Xing Chen, Qi Zhao:
Guest Editorial:Application of Computational Techniques in Drug Discovery and Disease Treatment. 1564-1566 - Zhixing Cheng, Deling Xu, Dewu Ding, Yanrui Ding:
Prediction of Drug-Target Interactions With High- Quality Negative Samples and a Network-Based Deep Learning Framework. 1567-1578 - Xiangpeng Bi, Shugang Zhang, Wenjian Ma, Huasen Jiang, Zhiqiang Wei:
HiSIF-DTA: A Hierarchical Semantic Information Fusion Framework for Drug-Target Affinity Prediction. 1579-1590 - Xinwei He, Xiaoqiang Sun, Yongzhao Shao:
Multicellular Network-Informed Survival Model for Identification of Drug Targets of Gliomas. 1591-1601 - Lihong Peng, Xin Liu, Long Yang, Longlong Liu, Zongzheng Bai, Min Chen, Xu Lu, Libo Nie:
BINDTI: A Bi-Directional Intention Network for Drug-Target Interaction Identification Based on Attention Mechanisms. 1602-1612 - Yaoyao Lu, Runhua Zhang, Tengsheng Jiang, Qiming Fu, Zhiming Cui, Hongjie Wu:
TrGPCR: GPCR-Ligand Binding Affinity Prediction Based on Dynamic Deep Transfer Learning. 1613-1624 - Xun Peng, Chunping Ouyang, Yongbin Liu, Ying Yu, Jian K. Liu, Min Chen:
Multimodal Drug Target Binding Affinity Prediction Using Graph Local Substructure. 1625-1634 - Huimin Yu, Mingyu Lu, Zeqian Li, Yi-Jia Zhang:
Semantic-Enhanced Graph Contrastive Learning With Adaptive Denoising for Drug Repositioning. 1635-1643 - Xianfang Tang, Chang Zhou, Changcheng Lu, Yajie Meng, Junlin Xu, Xinrong Hu, Geng Tian, Jialiang Yang:
Enhancing Drug Repositioning Through Local Interactive Learning With Bilinear Attention Networks. 1644-1655 - Xiao Jia, Xinliang Sun, Kaili Wang, Min Li:
DRGCL: Drug Repositioning via Semantic-Enriched Graph Contrastive Learning. 1656-1667 - Li Peng, Cheng Yang, Jiahuai Yang, Yuan Tu, Qingchun Yu, Zejun Li, Min Chen, Wei Liang:
Drug Repositioning via Multi-View Representation Learning With Heterogeneous Graph Neural Network. 1668-1679 - Jinxin Li, Xinguo Lu, Kaibao Jiang, Daoxu Tang, Bin Ning, Fengxu Sun:
TARSL: Triple-Attention Cross-Network Representation Learning to Predict Synthetic Lethality for Anti-Cancer Drug Discovery. 1680-1691 - Shaokai Wang, Bin Ma:
Anti-Cancer Peptides Identification and Activity Type Classification With Protein Sequence Pre-Training. 1692-1701 - Jiayi Yin, Hanyu Zhang, Xiuna Sun, Nanxin You, Minjie Mou, Mingkun Lu, Ziqi Pan, Fengcheng Li, Honglin Li, Su Zeng, Feng Zhu:
Decoding Drug Response With Structurized Gridding Map-Based Cell Representation. 1702-1713 - Junhang Cao, Wei Zhou, Qiyuan Yu, Junkai Ji, Jun Zhang, Shan He, Zexuan Zhu:
MDTL-ACP: Anticancer Peptides Prediction Based on Multi-Domain Transfer Learning. 1714-1725 - Lijun Cai, Yuling He, Xiangzheng Fu, Linlin Zhuo, Quan Zou, Xiaojun Yao:
AEGNN-M:A 3D Graph-Spatial Co-Representation Model for Molecular Property Prediction. 1726-1734 - Zexing Zhao, Guangsi Shi, Xiaopeng Wu, Ruohua Ren, Xiaojun Gao, Fuyi Li:
DIG-Mol: A Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction. 1735-1746 - Lianwei Zhang, Dongjiang Niu, Beiyi Zhang, Qiang Zhang, Zhen Li:
Property-Guided Few-Shot Learning for Molecular Property Prediction With Dual-View Encoder and Relation Graph Learning Network. 1747-1758 - Xinyu Zhang, Hao Wang, Zhenya Du, Linlin Zhuo, Xiangzheng Fu, Dongsheng Cao, Boqia Xie, Keqin Li:
CardiOT: Towards Interpretable Drug Cardiotoxicity Prediction Using Optimal Transport and Kolmogorov-Arnold Networks. 1759-1770 - Xiao-Rui Su, Bowei Zhao, Guodong Li, Jun Zhang, Pengwei Hu, Zhuhong You, Lun Hu:
Knowledge Graph Neural Network With Spatial-Aware Capsule for Drug-Drug Interaction Prediction. 1771-1781 - Qi Xia, Zhenghong Xiao, Shaopeng Liu, Jianhua Guo, Ying Zhou, Wanlu Hu, Xu Lu:
MOPDDI: Predicting Drug-Drug Interaction Events Based on Multimodal Mutual Orthogonal Projection and Intermodal Consistency Loss. 1782-1792 - Chengcheng Fu, Xueli Pan, Jieyu Wu, Junkai Cai, Zhisheng Huang, Frank van Harmelen, Weizhong Zhao, Xingpeng Jiang, Tingting He:
KG4NH: A Comprehensive Knowledge Graph for Question Answering in Dietary Nutrition and Human Health. 1793-1804 - Jia Zheng, Hai-Cheng Yi, Zhu-Hong You:
Equivariant 3D-Conditional Diffusion Model for De Novo Drug Design. 1805-1816 - Sungjoon Park, Sangseon Lee, Minwoo Pak, Sun Kim:
Dual Representation Learning for Predicting Drug-Side Effect Frequency Using Protein Target Information. 1817-1827 - Ziyu Fan, Linying Chen, Xinyi Wu, Zhijian Huang, Lei Deng:
Enhancing Predictions of Drug Solubility Through Multidimensional Structural Characterization Exploitation. 1828-1837 - Ziqiang Liu, Qiguo Dai, Xianhai Yu, Xiaodong Duan, Chunyu Wang:
Predicting circRNA-Drug Resistance Associations Based on a Multimodal Graph Representation Learning Framework. 1838-1848 - Xu Lu, Yanqi Guo, Shulian Zhang, Yuan Yuan, Chun-Chun Wang, Shen Zhao, Shaopeng Liu:
Deep Augmented Metric Learning Network for Prostate Cancer Classification in Ultrasound Images. 1849-1860 - Yibo Zhang, Congcong Yan, Zijian Yang, Meng Zhou, Jie Sun:
Multi-Omics Deep-Learning Prediction of Homologous Recombination Deficiency-Like Phenotype Improved Risk Stratification and Guided Therapeutic Decisions in Gynecological Cancers. 1861-1871 - Ngoc-Dau Mai, Wan-Young Chung:
On-Chip Mental Stress Detection: Integrating a Wearable Behind-The-Ear EEG Device With Embedded Tiny Neural Network. 1872-1885 - Xiaojuan Wang, Ruxin Hu, Tao Wang, Yuan Chang, Xiaoya Liu, Meijuan Li, Ying Gao, Shuang Liu, Dong Ming:
Resting-State Electroencephalographic Signatures Predict Treatment Efficacy of tACS for Refractory Auditory Hallucinations in Schizophrenic Patients. 1886-1896 - Yufeng Ke, Xiaohe Chen, Wei Xu, Tao Wang, Shuaishuai Shen, Dong Ming:
High-Frequency SSVEP-BCI With Row-Column Dual-Frequency Encoding and Decoding Strategy for Reduced Training Data. 1897-1908 - Yi Ding, Yong Li, Hao Sun, Rui Liu, Chengxuan Tong, Chenyu Liu, Xinliang Zhou, Cuntai Guan:
EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces. 1909-1918 - Sanaz Zamani, Roopak Sinha, Minh Nguyen, Samaneh Madanian:
Enhancing Emotional Well-Being With IoT Data Solutions for Depression: A Systematic Review. 1919-1930 - Mingxia Gong, Wenxuan Chen, Yih-Kuen Jan, Yu Zhao, Jie Yao, Yan Wang, Weiyan Ren, Fang Pu:
Estimation of Ankle Joint Moment From Plantar Pressure Through an Optimized Sensor Layout Using Genetic Algorithm and Deep Forest Regression. 1931-1939 - Wu Sun, Junhua Li:
AdaptEEG: A Deep Subdomain Adaptation Network With Class Confusion Loss for Cross-Subject Mental Workload Classification. 1940-1949 - Xugao Yu, Mohammed A. A. Al-qaness:
Human Activity Recognition Using Deep Residual Convolutional Network Based on Wearable Sensors. 1950-1958 - Long Meng, Xiaogang Hu:
Unsupervised Neural Decoding to Predict Dexterous Multi-Finger Flexion and Extension Forces. 1959-1969 - Liqiang Yuan, Shasha Zhang, Ruilin Li, Zhong Zheng, Jian Cui, Mohammed Yakoob Siyal:
EEG-Based Cross-Dataset Driver Drowsiness Recognition With an Entropy Optimization Network. 1970-1981 - Hongyan Tang, Zhenxing Huang, Wenbo Li, Yaping Wu, Jianmin Yuan, Yang Yang, Yan Zhang, Jing Qin, Hairong Zheng, Dong Liang, Meiyun Wang, Zhanli Hu:
Automatic Brain Segmentation for PET/MR Dual-Modal Images Through a Cross-Fusion Mechanism. 1982-1994 - Jiangchang Xu, Jie Gao, Shuanglin Jiang, Chunliang Wang, Örjan Smedby, Yiqun Wu, Xiaoyi Jiang, Xiaojun Chen:
Automatic Segmentation of Bone Graft in Maxillary Sinus via Distance Constrained Network Guided by Prior Anatomical Knowledge. 1995-2005 - Liping Zhang, Xiaobo Li, Weitian Chen:
CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI Reconstruction. 2006-2019 - Baiqiao Zhang, Yanran Yuan, Wei Qin, Xiangxian Li, Weiying Liu, Wenxin Yao, Yulong Bian, Juan Liu:
Enhancing Recognition of Stereotyped Movements in ASD Children Through Action Pattern Mining and Multi-Channel Fusion. 2020-2033 - Tianyong Liu, Zhiqing Zhang, Guojia Fan, Bin Li, Shoujun Zhou, Chengwu Xu, Gang Zhao, Fuxia Yang:
MambaVesselNet: A Novel Approach to Blood Vessel Segmentation Based on State-Space Models. 2034-2047 - Yaoyao Ma, Jing Wang, Chao Xu, Yuling Huang, Minghang Chu, Zhiwei Fan, Yishen Xu, Di Wu:
CDAF-Net: A Contextual Contrast Detail Attention Feature Fusion Network for Low-Dose CT Denoising. 2048-2060 - Emimal Jabason, M. Omair Ahmad, M. N. S. Swamy:
A Lightweight Deep Convolutional Neural Network Extracting Local and Global Contextual Features for the Classification of Alzheimer's Disease Using Structural MRI. 2061-2073 - Belmin Alic, Christian Wiede, Reinhard Viga, Karsten Seidl:
Feature-Based Detection and Classification of Sleep Apnea and Hypopnea Using Multispectral Imaging. 2074-2087 - Qingshan She, Songkai Sun, Yuliang Ma, Rihui Li, Yingchun Zhang:
LUCF-Net: Lightweight U-Shaped Cascade Fusion Network for Medical Image Segmentation. 2088-2099 - Surong Chu, Xueting Ren, Guohua Ji, Juanjuan Zhao, Jinwei Shi, Yangyang Wei, Bo Pei, Yan Qiang:
Learning Consistent Semantic Representation for Chest X-ray via Anatomical Localization in Self-Supervised Pre-Training. 2100-2112 - Guangzhe Zhao, Xingguo Zhu, Xueping Wang, Feihu Yan, Maozu Guo:
Syn-Net: A Synchronous Frequency-Perception Fusion Network for Breast Tumor Segmentation in Ultrasound Images. 2113-2124 - Menglu Tan, Yaxin Hou, Zhengde Zhang, Guangdong Zhan, Zijin Zeng, Zunduo Zhao, Hanxue Zhao, Lin Feng:
LymoNet: An Advanced Neck Lymph Node Detection Network for Ultrasound Images. 2125-2135 - Meiyan Xu, Jie Jiao, Duo Chen, Yi Ding, Qingqing Chen, Jipeng Wu, Peipei Gu, Yijie Pan, Xueping Peng, Naian Xiao, Bokai Yang, Qiyuan Li, Jiayang Guo:
REI-Net: A Reference Electrode Standardization Interpolation Technique Based 3D CNN for Motor Imagery Classification. 2136-2147 - Yadollah Zamanidoost, Tarek Ould-Bachir, Sylvain Martel:
OMS-CNN: Optimized Multi-Scale CNN for Lung Nodule Detection Based on Faster R-CNN. 2148-2160 - Yang Hu, Yuanyuan Chen, Xiaohan Xing, Jingfeng Zhang, Bolysbek Murat Yerzhanuly, Bazargul Matkerim, Yong Xia:
Hyperbolic Geometry-Driven Robustness Enhancement for Rare Skin Disease Diagnosis. 2161-2171 - Jing Wang, Xuehui Wang, Xiaojun Ning, Youfang Lin, Huy Phan, Ziyu Jia:
Subject-Adaptation Salient Wave Detection Network for Multimodal Sleep Stage Classification. 2172-2184 - Junjie Long, Jinghao Niu, Heping Wang, Jiaxi Liu, Jie Li, Wensheng Zhang:
RTGN: Robust Traditional Chinese Medicine Graph Networks for Patient Similarity Learning. 2185-2198 - Chunsheng Li, Heng Su, Yang Liu:
Predicting Surgical Outcome in Patients With Drug-Resistant Epilepsy Using Autoregressive Connectivity and Virtual Resection. 2199-2209 - Zhen Cui, Yan Wu, Qinhu Zhang, Siguo Wang, Zhen-Hao Guo:
NPENN: A Noise Perturbation Ensemble Neural Network for Microbiome Disease Phenotype Prediction. 2210-2221 - Kunying Meng, Denghai Wang, Donghui Zhang, Kunlin Guo, Kai Lu, Junfeng Lu, Renping Yu, Lipeng Zhang, Yuxia Hu, Rui Zhang, Mingming Chen:
Real-Time Epileptic Seizure Prediction Method With Spatio-Temporal Information Transfer Learning. 2222-2232 - Gengxian Zhou, Haihong E, Ze-min Kuang, Ling Tan, Tianyu Yao, Meina Song:
Intradialytic Hypotension Frequency Prediction Using Generalizable Neighborhood Reasoning on Temporal Patient Knowledge Graph. 2233-2245 - Atifa Sarwar, Abdulsalam Almadani, Emmanuel O. Agu:
Early Time Series Classification Using Reinforcement Learning for Pre-Symptomatic Covid-19 Screening From Imbalanced Health Tracker Data. 2246-2256 - Prakash Chandra Sukhwal, Vaibhav Rajan, Atreyi Kankanhalli:
A Joint LLM-KG System for Disease Q&A. 2257-2270 - Zhenghong Zhou, Junwei Chen, Shenggeng Lin, Liang Hong, Dong-Qing Wei, Yi Xiong:
GRATCR: Epitope-Specific T Cell Receptor Sequence Generation With Data-Efficient Pre-Trained Models. 2271-2283 - Xiaosa Zhao, Qixian Wang, Ye Zhang, Chenglong He, Minghao Yin, Xiaowei Zhao:
CBKG-DTI: Multi-Level Knowledge Distillation and Biomedical Knowledge Graph for Drug-Target Interaction Prediction. 2284-2296 - Xiaowen Wang, Hongming Zhu, Qi Liu, Qin Liu:
Fusing Micro- and Macro-Scale Information to Predict Anticancer Synergistic Drug Combinations. 2297-2309 - Ricardo L. Armentano, Leandro J. Cymberknop, Luis Kun:
Democratizing Coronary Disease Risk Evaluation: Upholding Dr. Favaloro's Legacy With Affordable Remote Screening. 2310-2317 - Md. Mahmudul Islam, Taj Azarian, Shaurya Agarwal, Sobur Ali:
Capturing the Impact of Vaccination and Human Mobility on the Evolution of COVID-19 Pandemic. 2318-2327
Volume 29, Number 4, April 2025
- Gwanggil Jeon, Abdellah Chehri, Xiaochun Cheng, Giancarlo Fortino:
Guest Editorial: Artificial Intelligence and Internet of Medical Things (AI IoMT). 2331-2334 - Dewei Yi, Yining Hua, Peter Murchie, Pradip Kumar Sharma:
Label-Free Medical Image Quality Evaluation by Semantics-Aware Contrastive Learning in IoMT. 2335-2344 - Bushra Tahir, Alireza Jolfaei, Muhammad Tariq:
A Novel Experience-Driven and Federated Intelligent Threat-Defense Framework in IoMT. 2345-2352 - Zhijiang Wan, Shichang Liu, Feng Ding, Manyu Li, Gautam Srivastava, Keping Yu:
C2BNet: A Deep Learning Architecture With Coupled Composite Backbone for Parasitic Egg Detection in Microscopic Images. 2353-2364 - Wei Liu, Feng Zhao, Achyut Shankar, Carsten Maple, James Dinesh Peter, Byung-Gyu Kim, Adam Slowik, Parameshachari Bidare Divakarachari, Jianhui Lv:
Explainable AI for Medical Image Analysis in Medical Cyber-Physical Systems: Enhancing Transparency and Trustworthiness of IoMT. 2365-2376 - Eric Ke Wang, Mingjia Zhu, Wadii Boulila, Maha Driss, Thippa Reddy Gadekallu, Chien-Ming Chen, Lei Wang, Saru Kumari, Siu-Ming Yiu:
SeqNovo: De Novo Peptide Sequencing Prediction in IoMT via Seq2Seq. 2377-2387 - Maggie Ezzat Gaber Gendy, Asanka Rathnayaka, Stephanie Jane Curtis, Andrew James Stewardson, Mehmet Rasit Yuce:
Future Prediction of Close Contacts in IoT-Based Contact Tracing System Using a New Real-Life Dataset. 2388-2399 - Lei Xu, Xinyi Jiang, Ruimin Wang, Pan Lin, Yuankui Yang, Yue Leng, Wenming Zheng, Sheng Ge:
Decoding SSVEP Via Calibration-Free TFA-Net: A Novel Network Using Time-Frequency Features. 2400-2412 - Maedeh Mohammadiazni, Jose Guillermo Colli Alfaro, Ana Luisa Trejos:
Mitigate the Effect of Arm Posture on Electromyography Pattern Recognition. 2413-2424 - Wen Qi, Xiangmin Xu, Kun Qian, Björn W. Schuller, Giancarlo Fortino, Andrea Aliverti:
A Review of AIoT-Based Human Activity Recognition: From Application to Technique. 2425-2438 - Ziya Sastimoglu, Sophini Subramaniam, Abu Ilius Faisal, Wei Jiang, Andrew Ye, M. Jamal Deen:
Wearable PPG Based BP Estimation Methods: A Systematic Review and Meta-Analysis. 2439-2452 - Panipat Wattanasiri, Samuel Wilson, Weiguang Huo, Ravi Vaidyanathan:
Gesture Recognition Through Mechanomyogram Signals: An Adaptive Framework for Arm Posture Variability. 2453-2462 - Jacopo Lazzari, Letizia Clementi, Marco D. Santambrogio:
Beyond Discrete Features: Functional Analysis of Event-Related Potentials. 2463-2470 - Xiaodong Yang, Zhengping Zhu, Guangkang Jiang, Dandan Wu, Aijun He, Jun Wang:
DC-ASTGCN: EEG Emotion Recognition Based on Fusion Deep Convolutional and Adaptive Spatio-Temporal Graph Convolutional Networks. 2471-2483 - Xiao-Cong Zhong, Qisong Wang, Dan Liu, Zhihuang Chen, Jing-Xiao Liao, Jinwei Sun, Yu-Dong Zhang, Feng-Lei Fan:
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification. 2484-2495 - Kai Du, Jing Li, Zhiyi Huang, Houbing Song, Yuanting Zhang, Yuan Zhang, Zhen Mei:
A Non-Invasive Blood Glucose Detection System Based on Photoplethysmogram With Multiple Near-Infrared Sensors. 2496-2505 - Kuan-Chen Wang, Kai-Chun Liu, Ping-Cheng Yeh, Sheng-Yu Peng, Yu Tsao:
TrustEMG-Net: Using Representation-Masking Transformer With U-Net for Surface Electromyography Enhancement. 2506-2520 - Jun Li, Yuzhu Guo:
EEG Detection and Prediction of Freezing of Gait in Parkinson's Disease Based on Spatiotemporal Coherent Modes. 2521-2533 - Duc Tri Phan, Jaeyeop Choi, Truong-Tien Vo, Dat Ngo, Byeong-il Lee, Jung-Hwan Oh:
Multi-Sensor Wearable Device With Transformer-Powered Two-Stream Fusion Model for Real-Time Leg Workout Monitoring. 2534-2545 - Hassan Saadatmand, M.-R. Akbarzadeh-T.:
Multiobjective Evolutionary Sequential Channel/ Feature Selection for EEG Motor Imagery Analysis. 2546-2556 - Xiaoyang Huang, Chang Li, Aiping Liu, Ruobing Qian, Xun Chen:
EEGDfus: A Conditional Diffusion Model for Fine-Grained EEG Denoising. 2557-2569 - Zekun Chen, Xiupeng Qiao, Shili Liang, Tao Yan, Zhongye Chen:
sEMG-Based Gesture Recognition via Multi-Feature Fusion Network. 2570-2580 - Ritika Jain, Ramakrishnan Angarai Ganesan:
Effective Diagnosis of Various Sleep Disorders by LEE Classifier: LightGBM-EOG-EEG. 2581-2588 - Changzhe Jiao, Aoyu Yang, Hantao Zhao, Ruhan Yi, Shuiping Gou, Yu Sha, Wanshun Wen, Licheng Jiao, Marjorie Skubic:
Self-Supervised, Non-Contact Heartbeat Detection Based on Ballistocardiograms Utilizing Physiological Information Guidance. 2589-2602 - Lexing Zhong, Mingcheng Xu, Jie Li, Zhongfei Bai, Hongfei Ji, Lingyu Liu, Lingjing Jin:
From Micro to Meso: A Data-Driven Mesoscopic Region Division Method Based on Functional Connectivity for EEG-Based Driver Fatigue Detection. 2603-2616 - Lefan Wang, Pingfan Song, Thomas Stone, Adrian Weller, Sebastian W. Pattinson:
Ankle Kinematics Estimation Using Artificial Neural Network and Multimodal IMU Data. 2617-2628 - Chin-Sung Tung, Sheng-Fu Liang, Shu-Feng Chang, Chung-Ping Young:
A Hybrid Artificial Intelligence System for Automated EEG Background Analysis and Report Generation. 2629-2641 - Ruye Guo, Chen Chen, Xiangyang Zhu:
Simultaneous and Proportional Real-Time Control of Three-DoF Movements Based on Motor Unit Discharges. 2642-2653 - Georgia S. Karanasiou, Elazer Edelman, François-Henri Boissel, Robert Byrne, Luca Emili, Martin Fawdry, Nenad Filipovic, David Flynn, Liesbet Geris, Alfons G. Hoekstra, Maria Cristina Jori, Ali Kiapour, Dejan Krsmanovic, Thierry Marchal, Flora Musuamba, Francesco Pappalardo, Lorenza Petrini, Markus Reiterer, Marco Viceconti, Klaus Zeier, Lampros K. Michalis, Dimitrios I. Fotiadis:
Advancing in Silico Clinical Trials for Regulatory Adoption and Innovation. 2654-2668 - Jianhang Wang, Tianyu Ma, Luhong Jin, Yunqi Zhu, Jiahui Yu, Feng Chen, Shujun Fu, Yingke Xu:
Prior Visual-Guided Self-Supervised Learning Enables Color Vignetting Correction for High-Throughput Microscopic Imaging. 2669-2682 - Dinghao Yang, Wei Gao:
PointCHD: A Point Cloud Benchmark for Congenital Heart Disease Classification and Segmentation. 2683-2694 - Weiwen Zhang, Dawei Yang, Haoxuan Che, An-ran Ran, Carol Y. Cheung, Hao Chen:
Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN. 2695-2705 - Qing Zhang, Dan Shao, Lin Lin, Guoliang Gong, Rui Xu, Shoji Kido, HongWei Cui:
Feature Separation in Diffuse Lung Disease Image Classification by Using Evolutionary Algorithm-Based NAS. 2706-2717 - Zhichao Wang, Lin Guo, Shuchang Zhao, Shiqing Zhang, Xiaoming Zhao, Jiangxiong Fang, Guoyu Wang, Hongsheng Lu, Jun Yu, Qi Tian:
Multi-Scale Group Agent Attention-Based Graph Convolutional Decoding Networks for 2D Medical Image Segmentation. 2718-2730 - Yanbei Liu, Xinwen Peng, Xin Wei, Lei Geng, Fang Zhang, Zhitao Xiao, Jerry Chun-Wei Lin:
Label-Aware Dual Graph Neural Networks for Multi-Label Fundus Image Classification. 2731-2743 - Dajiang Lei, Yuqi Zhang, Haodong Wang, Xiaomin Xiong, Bo Xu, Guoyin Wang:
Multi-Scale Dynamic Sparse Token Multi-Instance Learning for Pathology Image Classification. 2744-2757 - Baiying Lei, Gege Cai, Yun Zhu, Tianfu Wang, Lei Dong, Cheng Zhao, Xinzhi Hu, Huijun Zhu, Lin Lu, Feng Feng, Ming Feng, Renzhi Wang:
Self-Supervised Multi-Scale Multi-Modal Graph Pool Transformer for Sellar Region Tumor Diagnosis. 2758-2771 - Ying Dan, Aiqun Cai, Jiaxin Ma, Yuming Zhong, Seedahmed S. Mahmoud, Qiang Fang:
A Novel Approach for Aphasia Evaluation Based on ROI-Based Features From Structural Magnetic Resonance Image. 2772-2783 - Huilin Lai, Ye Luo, Bo Li, Jianwei Lu, Junsong Yuan:
Bilateral Proxy Federated Domain Generalization for Privacy-Preserving Medical Image Diagnosis. 2784-2797 - Yuan Chang, Zheng Li, Ning Yang:
CorrMorph: Unsupervised Deformable Brain MRI Registration Based on Correlation Mining. 2798-2807 - Jing Bai, Zhengyang Zhang, Yue Yin, Weikang Jin, Talal Ahmed Ali Ali, Yong Xiong, Zhu Xiao:
LGG-NeXt: A Next Generation CNN and Transformer Hybrid Model for the Diagnosis of Alzheimer's Disease Using 2D Structural MRI. 2808-2818 - Mengjian Zhang, Guihua Wen, Pei Yang, Changjun Wang, Xuhui Huang, Chuyun Chen:
Chaos-MLP: Chaotic Transform MLP-Like Architecture for Medical Images Multi-Label Recognition Task. 2819-2831 - Tai Ma, Xinru Dai, Suwei Zhang, Haidong Zou, Lianghua He, Ying Wen:
SFM-Net: Semantic Feature-Based Multi-Stage Network for Unsupervised Image Registration. 2832-2844 - Yixiang Liu, Li Lin, Kenneth K. Y. Wong, Xiaoying Tang:
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation. 2845-2858 - Xikai Yang, Jian Wu, Xi Wang, Yuchen Yuan, Jinpeng Li, Guangyong Chen, Ning Li Wang, Pheng-Ann Heng:
Multi-Scale Spatio-Temporal Transformer-Based Imbalanced Longitudinal Learning for Glaucoma Forecasting From Irregular Time Series Images. 2859-2870 - Yinuo Wang, Cai Meng, Zhouping Tang, Xiangzhuo Bai, Ping Ji, Xiangzhi Bai:
Unsupervised Domain Adaptation for Cross-Modality Cerebrovascular Segmentation. 2871-2884 - Hongyu Wang, Yanfang Hao, Pingping Wang, Erjuan Wang, Songtao Ding, Baoying Chen:
A Multi-Sequence MRI-Based Hierarchical Expert Diagnostic Method for the Molecular Subtype of Breast Cancer. 2885-2898 - Zhuo Kuang, Zengqiang Yan, Aly Abayazeed, Franca Wagner, Li Yu, Mauricio Reyes:
ROXSI: Robust Cross-Sequence Semantic Interaction for Brain Tumor Segmentation on Multi-Sequence MR Images. 2899-2910 - Zhiyong Wang, Haibo Qin, Jingjing Liu, Bingrui Zhou, Xinming Wang, Huiping Li, Qiong Xu, Xiu Xu, Honghai Liu:
Early Screening of Autism in Toddlers via Express-Needs-With-Pointing Protocol. 2911-2921 - Xiang Zhang, Jiaxin Hu, Qian Lu, Lu Niu, Xinqi Wang:
Aceso-DSAL: Discovering Clinical Evidences From Medical Literature Based on Distant Supervision and Active Learning. 2922-2931 - Siyu Liu, Mengzhen Liu, Deyu Zhang, Zhiyuan Ming, Ziyu Liu, Qiming Chen, Lingfei Ma, Jiawei Luo, Jian Zhang, Dingjie Suo, Guangying Pei, Tianyi Yan:
Brain-Controlled Hand Exoskeleton Based on Augmented Reality-Fused Stimulus Paradigm. 2932-2944 - Xulin Yang, Hang Qiu:
Deep Gated Neural Network With Self-Attention Mechanism for Survival Analysis. 2945-2956 - Zhenglin Zhang, Tengfei Wang, Zian Hu, Lizhuang Yang, Hai Li:
DEMENTIA: A Hybrid Attention-Based Multimodal and Multi-Task Learning Framework With Expert Knowledge for Alzheimer's Disease Assessment From Speech. 2957-2968 - Vasileios Papapanagiotou, Ioannis A. Sarafis, Leonidas Alagialoglou, Vasileios Gkolemis, Christos Diou, Anastasios Delopoulos:
A System for Objectively Measuring Behavior and the Environment to Support Large-Scale Studies on Childhood Obesity. 2969-2980 - Amir Mehdi Shayan, David B. Hitchcock, Simar P. Singh, Jianxin Gao, Richard E. Groff, Ravikiran B. Singapogu:
Functional Data Analysis of Hand Rotation for Open Surgical Suturing Skill Assessment. 2981-2992 - Xuecong Zheng, Ya Li, Zhiqi Wu, Yiyang Tang, Pei-Yuan Lai, Man-Sheng Chen, Hongyi Chen, Chang-Dong Wang, Jiaping Li, Qingyun Dai:
Interpretable Staging Prediction of Liver Cancer Based on Joint-Knowledge Network. 2993-3006 - Ya Li, Xuecong Zheng, Jiaping Li, Qingyun Dai, Chang-Dong Wang, Min Chen:
LKAN: LLM-Based Knowledge-Aware Attention Network for Clinical Staging of Liver Cancer. 3007-3020 - Wenyu Xing, Miao Li, Yiwen Liu, Xin Liu, Yifang Li, Yanping Yang, Jing Bi, Jiangang Chen, Dongni Hou, Yuanlin Song, Dean Ta:
Multi-Omics Graph Knowledge Representation for Pneumonia Prognostic Prediction. 3021-3034 - Huanhuan Dai, Xiangyu Meng, Zhiyi Pan, Qing Yang, Haonan Song, Yuan Gao, Xun Wang:
scSwinTNet: A Cell Type Annotation Method for Large-Scale Single-Cell RNA-Seq Data Based on Shifted Window Attention. 3035-3044 - Dimitrios Zaikis, Ioannis P. Vlahavas:
TransformDDI: The Transformer-Based Joint Multi-Task Model for End-to-End Drug-Drug Interaction Extraction. 3045-3056 - Zhiqiang Zhang, Lin Liu:
scIDPMs: Single-Cell RNA-Seq Imputation Using Diffusion Probabilistic Models. 3057-3068 - Zhen Xiao, Han Sun, Ankang Wei, Weizhong Zhao, Xingpeng Jiang:
A Novel Framework for Predicting Phage-Host Interactions via Host Specificity-Aware Graph Autoencoder. 3069-3078
Volume 29, Number 5, May 2025
- Tao Tan, Zhang Li, Yue Sun, Shandong Wu:
Guest Editorial: Multi-Modal Joint Learning in Healthcare Imaging. 3083-3085 - Qingyong Zhu, Bei Liu, Zhuo-Xu Cui, Chentao Cao, Xiaomeng Yan, Yuanyuan Liu, Jing Cheng, Yihang Zhou, Yanjie Zhu, Haifeng Wang, Hongwu Zeng, Dong Liang:
PEARL: Cascaded Self-Supervised Cross-Fusion Learning for Parallel MRI Acceleration. 3086-3097 - Yuyang Luo, Gengshen Wu, Yi Liu, Wenjian Liu, Jungong Han:
Towards High-Quality MRI Reconstruction With Anisotropic Diffusion-Assisted Generative Adversarial Networks and Its Multi-Modal Images Extension. 3098-3111 - Zhangkai Ni, Runyu Xiao, Wenhan Yang, Hanli Wang, Zhihua Wang, Lihua Xiang, Liping Sun:
M2Trans: Multi-Modal Regularized Coarse-to-Fine Transformer for Ultrasound Image Super-Resolution. 3112-3123 - Xiaojun Chen, Jia Ke, Yaning Zhang, Jianping Gou, Anna Shen, Shaohua Wan:
Multimodal Distillation Pre-Training Model for Ultrasound Dynamic Images Annotation. 3124-3136 - Ruifen Cao, Dongwei Zhang, Pi-Jing Wei, Yun Ding, Chun-Hou Zheng, Dayu Tan, Chao Zhou:
PMMNet: A Dual Branch Fusion Network of Point Cloud and Multi-View for Intracranial Aneurysm Classification and Segmentation. 3137-3147 - Guanghui Yue, Guibin Zhuo, Tianwei Zhou, Weide Liu, Tianfu Wang, Qiuping Jiang:
Adaptive Cross-Feature Fusion Network With Inconsistency Guidance for Multi-Modal Brain Tumor Segmentation. 3148-3158 - Qiushi Yang, Meilu Zhu, Yat Ming Peter Woo, Leanne Lai-Hang Chan, Yixuan Yuan:
Progressive Distillation With Optimal Transport for Federated Incomplete Multi-Modal Learning of Brain Tumor Segmentation. 3159-3170 - Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen:
Unified Multi-Modal Diagnostic Framework With Reconstruction Pre-Training and Heterogeneity-Combat Tuning. 3171-3183 - Xiaoling Luo, Qihao Xu, Zhihua Wang, Chao Huang, Chengliang Liu, Xiaopeng Jin, Jianguo Zhang:
A Lesion-Fusion Neural Network for Multi-View Diabetic Retinopathy Grading. 3184-3193 - Liang Zhang, Shurong Sheng, Xiongfei Wang, Jia-Hong Gao, Yi Sun, Kuntao Xiao, Wanli Yang, Pengfei Teng, Guoming Luan, Zhao Lv:
CrossConvPyramid: Deep Multimodal Fusion for Epileptic Magnetoencephalography Spike Detection. 3194-3205 - Chengyu Wu, Shuai Wang, Yaqi Wang, Chengkai Wang, Huiyu Zhou, Yatao Zhang, Qifeng Wang:
A Novel Multi-Modal Population-Graph Based Framework for Patients of Esophageal Squamous Cell Cancer Prognostic Risk Prediction. 3206-3219 - Yang Ai, Jing Liu, Yinhao Li, Fang Wang, Xiuju Du, Rahul Kumar Jain, Lanfen Lin, Yen-Wei Chen:
SAMA: A Self-and-Mutual Attention Network for Accurate Recurrence Prediction of Non-Small Cell Lung Cancer Using Genetic and CT Data. 3220-3233 - Hung Q. Vo, Lin Wang, Kelvin K. Wong, Chika F. Ezeana, Xiaohui Yu, Wei Yang, Jenny C. Chang, Hien Van Nguyen, Stephen T. C. Wong:
Frozen Large-Scale Pretrained Vision-Language Models are the Effective Foundational Backbone for Multimodal Breast Cancer Prediction. 3234-3246 - Yi Shi, Minghui Wang, Honglei Liu, Fang Zhao, Ao Li, Xun Chen:
MIF: Multi-Shot Interactive Fusion Model for Cancer Survival Prediction Using Pathological Image and Genomic Data. 3247-3258 - Haishu Ma, Lili Wang, Lingzhi Sun, Shinan Wang, Lulu Lu, Chaoyang Zhang, Yong He, Yuan Zhu:
Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma From Multi-Sequence Magnetic Resonance Imaging Based on Deep Fusion Representation Learning. 3259-3271 - Xiaohong Wang, Junmengyang Zhang, Xuefen Teng, Kok Wei Aik, Larry Natividad, Charmaine Cheng, Abigail Pui Choo Wong, Keng Yung Jih Felix, Angela S. Koh, Weimin Huang:
A Multi-Modality Attention Network for Coronary Artery Disease Evaluation From Routine Myocardial Perfusion Imaging and Clinical Data. 3272-3281 - Yingxin Liu, Yang Yu, Hong Tao, Zeqi Ye, Si Wang, Hao Li, Dewen Hu, Zongtan Zhou, Ling-Li Zeng:
Cognitive Load Prediction From Multimodal Physiological Signals Using Multiview Learning. 3282-3292 - Zhusi Zhong, Jie Li, John Sollee, Scott Collins, Harrison X. Bai, Paul Zhang, Terrance Healey, Michael Atalay, Xingbo Gao, Zhicheng Jiao:
Multi-Modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation. 3293-3303 - Yanwu Yang, Chenfei Ye, Guoqing Cai, Kun-Ru Song, Jintao Zhang, Yang Xiang, Heather Ting Ma:
Hypercomplex Graph Neural Network: Towards Deep Intersection of Multi-Modal Brain Networks. 3304-3316 - Xinyu Xie, Xiaozhi Zhang, Xinglong Tang, Jiaxi Zhao, Dongping Xiong, Lijun Ouyang, Bin Yang, Hong Zhou, Bingo Wing-Kuen Ling, Kok Lay Teo:
MACTFusion: Lightweight Cross Transformer for Adaptive Multimodal Medical Image Fusion. 3317-3328 - Jamie Pordoy, Graham Jones, Nasser Matoorian, M. Evans, Nasim Dadashi Serej, Massoud Zolgharni:
Enhanced Non-EEG Multimodal Seizure Detection: A Real-World Model for Identifying Generalised Seizures Across the Ictal State. 3329-3342 - Xin Gao, Kai Gui, Xiaolong Wu, Benjamin Metcalfe, Dingguo Zhang:
Effects of Different Preprocessing Pipelines on Motor Imagery-Based Brain-Computer Interfaces. 3343-3355 - Jing Qu, Yijun Du, Jing Jing, Jie Wang, Lingguo Bu, Yonghui Wang:
Short-Term Longitudinal Study on Brain Network Informatics of Stroke Patients Under Acupuncture and Motor Imagery Intervention. 3356-3365 - Zhaoyang Cong, Minghui Zhao, Hongxiang Gao, Meng Lou, Guowei Zheng, Ziyang Wang, Xingyao Wang, Chang Yan, Li Ling, Jianqing Li, Chengyu Liu:
BiTS-SleepNet: An Attention-Based Two Stage Temporal-Spectral Fusion Model for Sleep Staging With Single-Channel EEG. 3366-3376 - Ivar R. de Vries, Raoul Melaet, Iris A. M. Huijben, Judith O. E. H. Van Laar, René D. Kok, S. Guid Oei, Ruud J. G. van Sloun, Rik Vullings:
Conditional Contrastive Predictive Coding for Assessment of Fetal Health From the Cardiotocogram. 3377-3386 - Ruhan Liu, Jiajia Li, Yang Wen, Xian Huang, Bin Sheng, David Dagan Feng, Ping Zhang:
MHFNet: A Multimodal Hybrid-Embedding Fusion Network for Automatic Sleep Staging. 3387-3397 - Teresa M. C. Pereira, Raquel Sebastião, Raquel C. Conceição, Vitor Sencadas:
A Review on Intelligent Systems for ECG Analysis: From Flexible Sensing Technology to Machine Learning. 3398-3413 - Jeong Eul Kwon, Sung Woo Lee, Su Jin Kim, Kap Su Han, Sijin Lee, Juhyun Song, Hyo Kyung Lee:
CLEAR-Shock: Contrastive LEARning for Shock. 3414-3426 - Edwin Dhas D, M. Suchetha, Ki H. Chon, Ziani Said:
Adjacent Channel Weight Dependable RLS Adaptive Filter With VMD Based Artifact Removal Mechanism in Fetal ECG Separation. 3427-3438 - Fanny Spagnolo, Bharat Lal, Pasquale Corsonello, Raffaele Gravina:
A Novel Compressive Sensing Method for Secure and Energy Efficient ECG Signal Transmission Applications. 3439-3450 - Alireza Mohammadi, Chu Wang, Tianshi Yu, Ying Tan, Peter Choong, Denny Oetomo:
An Information-Rich and Highly Wearable Soft Sensor System Based on Displacement Myography for Practical Hand Gesture Interfaces. 3451-3464 - Thomas Strypsteen, Alexander Bertrand:
A Distributed Neural Network Architecture for Dynamic Sensor Selection With Application to Bandwidth-Constrained Body-Sensor Networks. 3465-3477 - Zhen-Zhen Huang, Wei-Tao Zhang, Yang Li, Jian Cui, Ya-Ru Zhang:
TCGAN: Temporal Convolutional Generative Adversarial Network for Fetal ECG Extraction Using Single-Channel Abdominal ECG. 3478-3487 - Ze Ren, Jin Ma, Ying Ding:
FlexibleSleepNet:A Model for Automatic Sleep Stage Classification Based on Multi-Channel Polysomnography. 3488-3501 - Nikhil Shenoy, Maryam Toloubidokhti, Omar Gharbia, MirMilad P. Khoshknab, Saman Nazarian, John L. Sapp, Vivek Singh, Ankur Kapoor, Linwei Wang:
A Novel 3D Camera-Based ECG-Imaging System for Electrode Position Discovery and Heart-Torso Registration. 3502-3515 - Bin Hu, Zhiwei Ye, Zimei Wei, Eduard Snezhko, Vassili Kovalev, Mang Ye:
MLDA-Net: Multi-Level Deep Aggregation Network for 3D Nuclei Instance Segmentation. 3516-3525 - Zhao Wang, Chang Liu, Lingting Zhu, Tongtong Wang, Shaoting Zhang, Qi Dou:
Improving Foundation Model for Endoscopy Video Analysis via Representation Learning on Long Sequences. 3526-3536 - Taichi Okunishi, Chuheng Zheng, Mondher Bouazizi, Tomoaki Ohtsuki, Momoko Kitazawa, Toshiro Horigome, Taishiro Kishimoto:
Dementia and MCI Detection Based on Comprehensive Facial Expression Analysis From Videos During Conversation. 3537-3548 - Mingjie Jiang, Qinhong Yan, Yuan Zhao, Bernard Chiu:
Segmentation of Carotid Arteries From Three-Dimensional Black-Blood Magnetic Resonance Imaging With Sparse Annotation Using a Multi-Dimensional Hybrid Model. 3549-3562 - Jieying Wang, Caifeng Shan, Zhaoyang Liu, Shuwang Zhou, Minglei Shu:
Physiological Information Preserving Video Compression for rPPG. 3563-3575 - Chunlei Meng, Wei Lin, Bowen Liu, Hongda Zhang, Zhongxue Gan, Chun Ouyang:
RTS-ViT: Real-Time Share Vision Transformer for Image Classification. 3576-3586 - Xinjie Liang, Xiangyu Li, Fanding Li, Jie Jiang, Qing Dong, Wei Wang, Kuanquan Wang, Suyu Dong, Gongning Luo, Shuo Li:
MedFILIP: Medical Fine-Grained Language-Image Pre-Training. 3587-3597 - Qunxi Dong, Yuhang Sheng, Junru Zhu, Zhigang Li, Weijia Liu, Jingyu Liu, Yalin Wang, Bin Hu:
Schizophrenia Detection Based on Morphometry of Hippocampus and Amygdala. 3598-3608 - Xianfang Tang, Jincan Li, Qianrui Liu, Chang Zhou, Pan Zeng, Yajie Meng, Junlin Xu, Geng Tian, Jialiang Yang:
SWMA-UNet: Multi-Path Attention Network for Improved Medical Image Segmentation. 3609-3618 - Le Zhang, Fuping Wu, Kevin Bronik, Bartlomiej W. Papiez:
DiffuSeg: Domain-Driven Diffusion for Medical Image Segmentation. 3619-3631 - Ricardo Flores, M. L. Tlachac, Avantika Shrestha, Elke A. Rundensteiner:
WavFace: A Multimodal Transformer-Based Model for Depression Screening. 3632-3641 - Ruihui Hou, Xiaojun Wang, Weiyan Zhang, Zhexin Song, Kai Wang, Yifei Chen, Jingping Liu, Tong Ruan:
Decision Tree Extraction for Clinical Decision Support System With If-Else Pseudocode and PlanSelect Strategy. 3642-3653 - Deepjyoti Kalita, Khalid B. Mirza:
Multivariate Glucose Forecasting Using Deep Multihead Attention Layers Inside Neural Basis Expansion Networks. 3654-3663 - Peiyin Chen, Xiaofeng Liu, Chao Ma, He Wang, Xiong Yang, Celso Grebogi, Xiao Gu, Zhongke Gao:
Unsupervised Domain Adaptation With Synchronized Self-Training for Cross- Domain Motor Imagery Recognition. 3664-3677 - Lulu Ge, Aaron N. McInnes, Alik S. Widge, Keshab K. Parhi:
Prediction of Clinical Response of Transcranial Magnetic Stimulation Treatment for Major Depressive Disorder Using Hyperdimensional Computing. 3678-3686 - Yilin Yang, Wei Li, Hanyu Chen, Xiaochen Wang, Linhong Ji, Boda Zhou, Chong Li:
Closed-Loop Respiratory Intervention Enhances Sleep Ventilation and Oxygen Saturation in Healthy Participants With Rapid High-Altitude Exposure. 3687-3697 - Hailong Hu, Yaqian Li, Zhong Li:
NFFGRAM: Nonlinear Multi-Feature Fusion and Gated Recurrent Self-Attention Mechanism for Traditional Chinese Medicine Formula Recommendation. 3698-3711 - Jan Bruthans, Georg Duftschmid, Tora Hammar, Przemyslaw Kardas, Lóránt Bertalan, Martin J. Hug, Cille Bülow, Hugo Agius Muscat, Anett Lilleväli, Vesa Jormanainen, Fernando Fernandez-Llimós, Luz Fidalgo, Haralampos Karanikas, Marc Nyssen, Nirvana Popescu, Mária Cudejková, Konstantin Tachkov, Maja Ortner Hadziabdic, Marios S. Neofytou, Jurgita Dauksiene, Anneke Huisman, Bríd Ryan, Aris Kasparans, Matteo Napoleoni, Mirko Perfili, Daisy Smet, Matthieu Calafiore, Dalibor Stanimirovic:
Comparison of Electronic Prescription Systems in the European Union: Benchmarking Development, Use, and Future Trends. 3712-3722 - Haoran Niu, Olufemi A. Omitaomu, Michael A. Langston, Stephen K. Grady, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Merry Ward, Jonathan R. Nebeker:
Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms. 3723-3735 - Wenjing Yue, Wendi Ji, Xinyu Wang, Xin Ma, Pengfei Wang, Xiaoling Wang:
SDPR: Prescription Recommendation With Syndrome Differentiation in Traditional Chinese Medicine. 3736-3749 - Ruiling Li, Ying Pan, Song Wu, Li Ma, Limei Peng:
A Feature-Aware Approach to Acupoint Compatibility Prediction Using Residual Graph Attention Networks and Matrix Factorization. 3750-3761 - Alvaro E. Ulloa Cerna, David P. vanMaanen, Linyuan Jing, Joshua V. Stough, Aalpen A. Patel, Christopher M. Haggerty, Brandon K. Fornwalt, Marios S. Pattichis:
A Large-scale Multimodal Study for Predicting Mortality Risk Using Minimal and Low Parameter Models and Separable Risk Assessment. 3762-3771 - Jorge Garcia Condado, Iñigo Tellaetxe-Elorriaga, Jesús M. Cortés, Asier Erramuzpe:
AgeML: Age Modeling With Machine Learning. 3772-3781 - Shaojun Wang, Junyi Bian, Xiaodi Huang, Hong Zhou, Shanfeng Zhu:
PubLabeler: Enhancing Automatic Classification of Publications in UniProtKB Using Protein Textual Description and PubMedBERT. 3782-3791 - Zhihao Ma, Guitao Cao, Wenming Cao:
Adaptive Meta-Path Selection Based Heterogeneous Spatial Enhancement for circRNA-Disease Associations Prediction. 3792-3804 - Chenyue Lei, Xiujuan Lei:
Predicting Drug-miRNA Associations Combining SDNE with BiGRU. 3805-3816
Volume 29, Number 6, June 2025
- Junxin Chen, Zhihan Lyu, Danda B. Rawat, Haider Abbas:
Guest Editorial:Generative Artificial Intelligence Driven Smart Healthcare. 3821-3824 - Hirak Mazumdar, Chinmay Chakraborty, MSVPJ Sathvik, Parvati Jayakumar, Ajeet Kaushik:
Optimizing Pix2Pix GAN With Attention Mechanisms for AI-Driven Polyp Segmentation in IoMT-Enabled Smart Healthcare. 3825-3832 - Tripti Goel, Rahul Sharma, M. Tanveer, Ponnuthurai N. Suganthan, Krishanu Maji, Raveendra Pilli:
Multimodal Neuroimaging Based Alzheimer's Disease Diagnosis Using Evolutionary RVFL Classifier. 3833-3841 - Tingting Xu, Yongyong Chen, Haijin Zeng, Guokai Zhang, Jingyong Su:
Smooth Tensor Qatar Riyal Decomposition for Dynamic MRI Reconstruction. 3842-3852 - Yusheng Zhou, Hao Li, Jianan Liu, Zhengmin Kong, Tao Huang, Euijoon Ahn, Zhihan Lv, Jinman Kim, David Dagan Feng:
Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging. 3853-3863 - Mayank Golhar, Taylor L. Bobrow, Saowanee Ngamruengphong, Nicholas J. Durr:
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification. 3864-3873 - Jiapeng Li, Yifan Zhang, Lisheng Xu, Yudong Yao, Lin Qi:
ISGAN: Unsupervised Domain Adaptation With Improved Symmetric GAN for Cross-Modality Multi-Organ Segmentation. 3874-3885 - Abhinav Kumar, Anshul Sharma, Amit Kumar Singh, Sanjay Kumar Singh, Sonal Saxena:
Data Augmentation for Medical Image Classification Based on Gaussian Laplacian Pyramid Blending With a Similarity Measure. 3886-3893 - Xiaohui Yang, Hao-Jie Liao, Pei-Yu Sun, Jing Ma, Bing Wang, Yan He, Liugen Xue, Li-Min Su, Binjie Wang:
MCD-LightGBM System for Intelligent Analyzing Heterogeneous Clinical Drug Therapeutic Effects. 3894-3905 - Xueyu Liu, Rui Wang, Yexin Lai, Yongfei Wu, Hangbei Cheng, Yuanyue Lu, Jianan Zhang, Ning Hao, Chenglong Ban, Yanru Wang, Shuqin Tang, Yuxuan Yang, Ming Li, Xiaoshuang Zhou, Wen Zheng:
MSMTSeg: Multi-Stained Multi-Tissue Segmentation of Kidney Histology Images via Generative Self-Supervised Meta-Learning Framework. 3906-3917 - Chenbin Ma, Yangfan Xu, Peng Zhang, Fan Song, Yangyang Sun, Youdan Feng, Yufang He, Guanglei Zhang:
PPG-Based Continuous BP Waveform Estimation Using Polarized Attention-Guided Conditional Adversarial Learning Model. 3918-3929 - Jin Yin, Aiping Liu, Chang Li, Ruobing Qian, Xun Chen:
A GAN Guided Parallel CNN and Transformer Network for EEG Denoising. 3930-3941 - Jingyi Zuo, Qijie Qian, Yun Liu, Shan Lu, Bo Li, Yongan Guo:
SNER: Semi-Supervised Named Entity Recognition for Large Volume of Diabetes Data. 3942-3955 - Yu Cao, Qian Wang, Xu Wang, Dezhong Peng, Peilin Li:
Multi-Gate Mixture of Multi-View Graph Contrastive Learning on Electronic Health Record. 3956-3967 - Yung-Ting Hsieh, Khizar Anjum, Dario Pompili:
Ultra-Low Power Analog Folded Neural Network for Cardiovascular Health Monitoring. 3968-3978 - Hayan Kwon, Siyu Sun, Hyun Cheol Cho, Hye Sun Yun, Sungwook Park, Yun Ji Jung, Ja-Young Kwon, Jin Keun Seo:
Deep Learning-Based Automated Measurement of Cervical Length in Transvaginal Ultrasound Images of Pregnant Women. 3979-3988 - Minqiang Yang, Yushan Wu, Yongfeng Tao, Xiping Hu, Bin Hu:
Trial Selection Tensor Canonical Correlation Analysis (TSTCCA) for Depression Recognition With Facial Expression and Pupil Diameter. 3989-4000 - Guipeng Lan, Shuai Xiao, Jiachen Yang, Jiabao Wen, Meng Xi:
Generative AI-Based Data Completeness Augmentation Algorithm for Data-Driven Smart Healthcare. 4001-4008 - Yuanru Guo, Kunping Yang, Yi Wu:
A Multi-Modality Attention Network for Driver Fatigue Detection Based on Frontal EEG, EDA and PPG Signals. 4009-4022 - Wenhao Rao, Meiyan Xu, Haochen Wang, Weicheng Hua, Jiayang Guo, Yongheng Zhang, Haibin Zhu, Ziqiu Zhou, Jiawei Xiong, Jianbin Zhang, Yijie Pan, Peipei Gu, Duo Chen:
Acupuncture State Detection at Zusanli (ST-36) Based on Scalp EEG and Transformer. 4023-4034 - Zhen Ma, Xinyi Yang, Jiayuan Meng, Kun Wang, Minpeng Xu, Dong Ming:
Decoding Arm Movement Direction Using Ultra-High-Density EEG. 4035-4045 - Xingyao Wang, Hongxiang Gao, Caiyun Ma, Tingting Zhu, Feng Yang, Chengyu Liu, Huazhu Fu:
Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring. 4046-4058 - Chih-Lung Lin, Yuan-Hao Ho, Fang-Yi Lin, Pi-Shan Sung, Cheng-Yi Huang:
Fall-Risk Monitoring in Diverse Terrains Using Dual-Task Learning and Wearable Sensing System. 4059-4070 - Ziqing Xia, Zhengding Luo, Chun-Hsien Chen, Xiaoyi Shen:
An Effective Photoplethysmography Denosing Method Based on Diffusion Probabilistic Model. 4071-4080 - Zenan Fu, Lei Zhang, Wenbo Huang, Dongzhou Cheng, Hao Wu, Aiguo Song:
Learning Sensor Sample-Reweighting for Dynamic Early-Exit Activity Recognition Via Meta Learning. 4081-4094 - Yunbo Tang, Weirong Huang, Chuanxi Chen, Dan Chen:
CT-DCENet: Deep EEG Denoising via CNN-Transformer-Based Dual-Stage Collaborative Ensemble Learning. 4095-4108 - Yiming Zhang, Congcong Zhou, Xianglin Ren, Qing Wang, Hongwei Wang, Ting Xiang, Shirong Qiu, Yuan-Ting Zhang, Xuesong Ye:
Personalized Continuous Blood Pressure Tracking Through Single Channel PPG in Wearable Scenarios. 4109-4120 - Guoyang Liu, Rui Zhang, Lan Tian, Weidong Zhou:
Fine-Grained Spatial-Frequency-Time Framework for Motor Imagery Brain-Computer Interface. 4121-4133 - Yu Meng Zhou, Nihal Raman, Tommaso Proietti, James Arnold, Prabhat Pathak, David Pont-Esteban, Kristin Nuckols, Kelly Rishe, Finale Doshi-Velez, David J. Lin, Conor J. Walsh:
Estimating Upper Extremity Fugl-Meyer Assessment Scores From Reaching Motions Using Wearable Sensors. 4134-4146 - Haitao Yu, Fanyi Zeng, Dongliang Liu, Jiang Wang, Jialin Liu:
Neural Manifold Decoder for Acupuncture Stimulations With Representation Learning: An Acupuncture-Brain Interface. 4147-4160 - Cheng Chen, Min Deng, Yuan Zhong, Jinyue Cai, Karen Kar Wun Chan, Qi Dou, Kelvin Kam Lung Chong, Pheng-Ann Heng, Winnie Chiu Wing Chu:
Multi-Organ Segmentation From Partially Labeled and Unaligned Multi-Modal MRI in Thyroid-Associated Orbitopathy. 4161-4172 - Lianghui Zhu, Renao Yan, Tian Guan, Fenfen Zhang, Linlang Guo, Qiming He, Shanshan Shi, Huijuan Shi, Yonghong He, Anjia Han:
Hierarchically Optimized Multiple Instance Learning With Multi-Magnification Pathological Images for Cerebral Tumor Diagnosis. 4173-4185 - Jianning Chi, Geng Lin, Zelan Li, Wenjun Zhang, Jia-hui Chen, Ying Huang:
Coarse for Fine: Bounding Box Supervised Thyroid Ultrasound Image Segmentation Using Spatial Arrangement and Hierarchical Prediction Consistency. 4186-4199 - Lanqing Liu, Jing Zou, Cheng Xu, Kang Wang, Jun Lyu, Xuemiao Xu, Zhanli Hu, Jing Qin:
IM-Diff: Implicit Multi-Contrast Diffusion Model for Arbitrary Scale MRI Super-Resolution. 4200-4212 - Fergus Imrie, Stefan Denner, Lucas S. Brunschwig, Klaus H. Maier-Hein, Mihaela van der Schaar:
Automated Ensemble Multimodal Machine Learning for Healthcare. 4213-4226 - Yuanqin Meng, Shengjie Chai, Haoyu Xiao, Zhaohui Meng, Qingwang Wang, Tao Shen:
Boundary-Enhanced $U^{2}$-Net for Simultaneous Four-Chamber Segmentation in Transthoracic Echocardiography. 4227-4240 - Ruotong Xiang, Gang Liu, Min Dang, Quan Wang, Rong Pan:
A Trusted Medical Image Zero-Watermarking Scheme Based on DCNN and Hyperchaotic System. 4241-4253 - Zixuan Wang, Yuanzhi Cheng, Xinghu Zhou, Pengyong Yu, Guohua Wang, Shinichi Tamura:
Hierarchical Multi-Class Group Correlation Learning Network for Medical Image Segmentation. 4254-4267 - Xinwen Zhou, Jingyuan Yang, Ke Cheng, Qiu Liu, Huizi Sha, Ran Wei, Jingting Jiang:
Utilizing Hybrid Mask and Upsampling Attention Gate for Multiple Immunohistochemistry Image Cell Recognition. 4268-4278 - Hengfei Cui, Yifan Wang, Fan Zheng, Yan Li, Yanning Zhang, Yong Xia:
P2TC: A Lightweight Pyramid Pooling Transformer-CNN Network for Accurate 3D Whole Heart Segmentation. 4279-4289 - Yitao Peng, Lianghua He, Die Hu, Yihang Liu, Longzhen Yang, Shaohua Shang:
FeaInfNet: Diagnosis of Medical Images With Feature-Driven Inference and Visual Explanations. 4290-4302 - Guoli Wang, Qikui Zhu, Chaoda Song, Benzheng Wei, Shuo Li:
MedKAFormer: When Kolmogorov-Arnold Theorem Meets Vision Transformer for Medical Image Representation. 4303-4313 - Jiejiang Yu, Bingbing Li, Xipeng Pan, Zhenwei Shi, Huadeng Wang, Rushi Lan, Xiaonan Luo:
Semi-Supervised Gland Segmentation via Feature-Enhanced Contrastive Learning and Dual-Consistency Strategy. 4314-4324 - Tianling Liu, Hongying Liu, Fanhua Shang, Lequan Yu, Tong Han, Liang Wan:
Completed Feature Disentanglement Learning for Multimodal MRIs Analysis. 4325-4334 - Haohua Chen, Yishu Deng, Zhensheng Hu, Bin Li, Bing-Zhong Jing, Chaofeng Li:
TGAP-Net: Twin Graph Attention Pseudo-Label Generation for Weakly Supervised Semantic Segmentation. 4335-4348 - Xiaoke Hao, Mingming Ma, Jiaqing Tao, Jiahui Cao, Jing Qin, Feng Liu, Daoqiang Zhang, Dong Ming:
A Hierarchical Graph Convolutional Network With Infomax-Guided Graph Embedding for Population-Based ASD Detection. 4349-4361 - Hanbei Li, Yu Zhang, Qiang Zuo:
Multi-Objective Evolutionary Optimization Boosted Deep Neural Networks for Few-Shot Medical Segmentation With Noisy Labels. 4362-4373 - XuYang Zhang, Shuaitong Zhang, Xuehuan Zhang, Jiang Xiong, Xiaofeng Han, Ziheng Wu, Dan Zhao, Youjin Li, Yao Xu, Duanduan Chen:
Fast Virtual Stenting for Thoracic Endovascular Aortic Repair of Aortic Dissection Using Graph Deep Learning. 4374-4387 - Ahsan Shehzad, Dongyu Zhang, Shuo Yu, Shagufta Abid, Feng Xia:
Dynamic Graph Transformer for Brain Disorder Diagnosis. 4388-4400 - Hanlin Zhang, Chunchun Hu, Zhiyong Wang, Bingrui Zhou, Xinming Wang, Wei Nie, Qinyi Ye, Ruihan Lin, Xiu Xu, Honghai Liu:
Exploring Eye-Tracking Based Biomarkers to Assess Cognitive Abilities in Autistic Children: A Feasibility Study. 4401-4414 - Elif Konyar, Mostafa Reisi Gahrooei:
Semi-Supervised PARAFAC2 Decomposition for Computational Phenotyping Using Electronic Health Records. 4415-4425 - Maximilian Kapsecker, Elena Mille, Florian Schweizer, Jens Klinker, Joe Yu, Alexander Leube, Stephan M. Jonas:
Facial Landmark Analysis for Detecting Visual Impairment in Mobile LogMAR Test. 4426-4438 - Ana-Maria Bucur, Andreea-Codrina Moldovan, Krutika Parvatikar, Marcos Zampieri, Ashiqur R. KhudaBukhsh, Liviu P. Dinu:
On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 Outlook. 4439-4451 - SM Nuruzzaman Nobel, S. M. Masfequier Rahman Swapno, Md. Mohsin Kabir, Muhammad Firoz Mridha, Nilanjan Dey, R. Simon Sherratt:
CRT: A Convolutional Recurrent Transformer for Automatic Sleep State Detection. 4452-4462 - Hugo Ramirez, Davide Tabarelli, Arianna Brancaccio, Paolo Belardinelli, Elisabeth B. Marsh, Michael Funke, John C. Mosher, Fernando Maestú, Mengjia Xu, Dimitrios Pantazis:
Fully Hyperbolic Neural Networks: A Novel Approach to Studying Aging Trajectories. 4463-4473 - Ho-Ling Chang, Thiri Wai, Yu-Shan Liao, Sheng-Ya Lin, Yu-Ling Chang, Li-Chen Fu:
A Dual-Modal Fusion Framework for Detection of Mild Cognitive Impairment Based on Autobiographical Memory. 4474-4485 - Wei Lan, Zhentao Tang, Mingyang Liu, Qingfeng Chen, Wei Peng, Yi-Ping Phoebe Chen, Yi Pan:
The Large Language Models on Biomedical Data Analysis: A Survey. 4486-4497 - Lianshan Sun, Diandong Liu, Maoxue Wang, Yongyi Han, Yanqing Zhang, Biwei Zhou, Yi Ren, Peng zhu:
Taming Unleashed Large Language Models With Blockchain for Massive Personalized Reliable Healthcare. 4498-4511 - Xue Li, Ben Cao, Jianmin Wang, Xiangyu Meng, Shuang Wang, Yu Huang, Enrico Petretto, Tao Song:
Predicting Mutation-Disease Associations Through Protein Interactions Via Deep Learning. 4512-4523 - Yanhao Fan, Che Zhang, Xiaowen Hu, Zhijian Huang, Lei Deng:
AGCLNDA: Enhancing the Prediction of ncRNA-Drug Resistance Association Using Adaptive Graph Contrastive Learning. 4524-4533 - Zile Wang, Fengyu Lei, Xiaoping Shi, Jianping Zhao, Junfeng Xia:
scDMSC: Deep Multi-View Subspace Clustering for Single-Cell Multi-Omics Data. 4534-4545 - Yuhe Wang, Suoqin Jin, Xiufen Zou:
PITCH: A Pathway-Induced Prioritization of Personalized Cancer Driver Genes Based on Higher-Order Interactions. 4546-4559 - Zhu Yuan, Shuailiang Zhang, Huiyun Zhang, Ping Xie, Yaxun Jia:
Optimized Drug-Drug Interaction Extraction With BioGPT and Focal Loss-Based Attention. 4560-4570 - Sumet Mehta, Fei Han, Qinghua Ling, Muhammad Sohail, Arfan Ali Nagra:
MORPSO_ECD+ELM: A Unified Framework for Gene Selection and Cancer Classification. 4571-4584 - Azouz Maroua, Gang Tian, Rui Wang, Jiehan Zhou:
TriCvT-DTI: Predicting Drug-Target Interactions Using Trimodal Representations and Convolutional Vision Transformers. 4585-4592
Volume 29, Number 7, July 2025
- Aryan Chaudhary, Vikas Khullar, Keshav Kaushik:
Guest Editorial: Advancing Personalized Healthcare Integrating AI and Health Informatics. 4597-4598 - Shilong Yang, Yalan Li, Hao Zou, Lingfeng Huang, Jing Liu, Yongsheng Teng, Yaoqin Xie:
Exploring an Innovative Deep Learning Solution for Acupuncture Point Localization on the Weak Feature Body Surface of the Human Back. 4599-4611 - Fei Chen, Junyao Ge, Yang Zheng, Kaitai Guo, Feng Cao, Jimin Liang:
Ensembled-SAMs for Enhanced Small Coronary Artery Segmentation in CCTA Images. 4612-4622 - Lin Teng, Yichu He, Zehong Cao, Rui Hua, Ye Han, Qianjin Feng, Feng Shi, Dinggang Shen:
Unified Model for Children's Brain Image Segmentation With Co-Registration Framework Guided by Longitudinal MRI. 4623-4632 - Chenchu Xu, Shijie Tian, Boyan Wang, Jie Zhang, Kemal Polat, Adi Alhudhaif, Shuo Li:
Common-Unique Decomposition Driven Diffusion Model for Contrast-Enhanced Liver MR Images Multi-Phase Interconversion. 4633-4646 - Gianluca Amprimo, Zhongke Mei, Claudia Ferraris, Gabriella Olmo, Deepak Ravi:
A Data-Driven Exploration and Prediction of Deep Brain Stimulation Effects on Gait in Parkinson's Disease. 4647-4658 - Zhanjiang Yang, Meiyu Qiu, Xiaomao Fan, Genan Dai, Wenjun Ma, Xiaojiang Peng, Xianghua Fu, Ye Li:
cVAN: A Novel Sleep Staging Method via Cross-View Alignment Network. 4659-4671 - Maryam Shahbaz, Amna Basharat, Rehana Yasmin, Nafees Ahmad, Rashada Abbasi, Shujaat Hussain:
Leveraging Explainable AI for Early Risk Prediction and Type Classification for Leukemia: Insights Using Clinical Data From Pakistan. 4672-4679 - Yaofei Duan, Patrick Cheong-Iao Pang, Ping He, Rongsheng Wang, Yue Sun, Chuntao Liu, Xiaorong Zhang, Xirong Yuan, Pengjie Song, Chan-Tong Lam, Ligang Cui, Tao Tan:
3MT-Net: A Multi-Modal Multi-Task Model for Breast Cancer and Pathological Subtype Classification Based on a Multicenter Study. 4680-4691 - Mubashir Ali, Jingzhen Li, Bokun Fan, Zedong Nie:
PPG Based Noninvasive Blood Glucose Monitoring Using Multi-View Attention and Cascaded BiLSTM Hierarchical Feature Fusion Approach. 4692-4702 - Linze Qian, Sujie Wang, Ioannis Kakkos, Xiaoyu Li, Xinyi Xu, Mengru Xu, George K. Matsopoulos, Yi Sun, Jianhua Li, Chuantao Li, Yu Sun:
FBCPM: A Filter Bank Connectome-Based Predictive Modeling Framework for EEG Signals. 4703-4715 - Yong Ding, Tianhang Nan, Fujia Wang, Yue Zhao, Xiaoyu Cui:
Data Knee Pads: A Lower Limb Motion Capture System Based on Heterogeneous Sensors. 4716-4727 - Renju Liu, Jianfei Shen, Yang Gu, Yiqiang Chen, Jiling Zhang, Qingyu Wu, Chenyang Xu, Feiyi Fan:
PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation. 4728-4740 - Masoumeh Tashakori, Matias Rusanen, Tuomas Karhu, Riku Huttunen, Timo Leppänen, Sami Nikkonen:
Optimal Electroencephalogram and Electrooculogram Signal Combination for Deep Learning-Based Sleep Staging. 4741-4747 - Oscar Almanza-Conejo, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez, Mario Alberto Ibarra-Manzano:
REGEEG: A Regression-Based EEG Signal Processing in Emotion Recognition. 4748-4757 - Wonhee Lee, Jin Hyun, Seung-Ick Choi, Sangbu Yun, Kwangho Chung, Seok Jong Chung, Jun Kyu Hwang, Eun Joo Yang, Youngjoo Lee, Na Young Kim:
Distinguishing Pathologic Gait in Older Adults Using Instrumented Insoles and Deep Neural Networks. 4758-4768 - Shouyi Cui, Guowei Yang, Jingxuan Guan, Yuheng He, Xuefang Zhou, Meihua Bi, Hanghai Shen, Yuansheng Xu:
A Cuffless Blood Pressure Estimation Method Using Dimensionality Increasing and Two-Dimensional Convolution. 4769-4783 - Qiulei Dong, Han Zhang, Jun Xiao, Jiayin Sun:
Multi-Scale Spatio-Temporal Attention Network for Epileptic Seizure Prediction. 4784-4795 - Haoyi Fan, Han Han, Huihui Chang, Zongmin Wang:
Multimodal Time-Frequency Pseudo Anomalies for Atrial Fibrillation Anomaly Detection. 4796-4807 - Meiliang Liu, Chao Yu, Minjie Tian, Jingping Shi, Yunfang Xu, Zijin Li, Zhengye Si, Xiaoxiao Yang, Xinyue Yang, Junhao Huang, Li Yao, Kuiying Yin, Zhiwen Zhao:
Inducing Long-Term Plastic Changes and Visual Attention Enhancement Via One-Week Cerebellar Crus II Intermittent Theta Burst Stimulation (iTBS): An EEG Study. 4808-4819 - Yipeng Du, Jie Chen, Zhengwu Liu, Ngai Wong, Chi Zhang, Zhiwei Ding, Jian Liu, Edith C. H. Ngai:
Valence-Arousal Disentangled Representation Learning for Emotion Recognition in SSVEP-Based BCIs. 4820-4833 - Kim-Ngoc Thi Le, Gyurin Byun, Syed M. Raza, Duc-Tai Le, Hyunseung Choo:
Respiratory Anomaly and Disease Detection Using Multi-Level Temporal Convolutional Networks. 4834-4846 - Canming Cui, Hongyi Chen, Man-Sheng Chen, Jiahong Li, Zhaopeng Tong, Chanmei Fang, Chang-Dong Wang, Yuexin Cai:
"Pre-Train, Prompt" Framework to Boost Graph Neural Networks Performance in EEG Analysis. 4847-4860 - Bing Zhai, Haoran Duan, Yu Guan, Huy Phan, Wai Lok Woo:
DSleepNet: Disentanglement Learning for Personal Attribute-Agnostic Three-Stage Sleep Classification Using Wearable Sensing Data. 4861-4872 - Enrique Gurdiel, Fernando Vaquerizo-Villar, Javier Gomez-Pilar, Gonzalo C. Gutiérrez-Tobal, Félix del Campo, Roberto Hornero:
Beyond the Ground Truth, XGBoost Model Applied to Sleep Spindle Event Detection. 4873-4883 - Ke Liu, Xin Xing, Tao Yang, Zhuliang Yu, Bin Xiao, Guoyin Wang, Wei Wu:
DMSACNN: Deep Multiscale Attentional Convolutional Neural Network for EEG-Based Motor Decoding. 4884-4896 - Weixiang Xu, Zhongren Dong, Jing Peng, Runming Wang, Zixing Zhang:
BAHBench: A Unified Benchmark for Evaluating Bio-Acoustic Health With Acoustic Foundation Models. 4897-4909 - Xin Chen, Xinqi Bao, Ernest Nlandu Kamavuako:
Fluid Intake Action Detection Based on Egocentric Videos and YOLOv8 Models. 4910-4919 - Jingjing Gao, Sutao Song:
A Hierarchical Feature Extraction and Multimodal Deep Feature Integration-Based Model for Autism Spectrum Disorder Identification. 4920-4931 - Shuyang Chu, Menghan Xia, Mengyao Yuan, Xin Liu, Tapio Seppänen, Guoying Zhao, Jingang Shi:
CodePhys: Robust Video-Based Remote Physiological Measurement Through Latent Codebook Querying. 4932-4945 - Yuseong Chu, Solam Lee, Byungho Oh, Sejung Yang:
Class-Agnostic Feature-Learning-Based Deep-Learning Model for Robust Melanoma Prediction. 4946-4955 - Alejandro Golfe, Adrián Colomer, José Prades, Valery Naranjo:
Enhancing Image Retrieval Performance With Generative Models in Siamese Networks. 4956-4968 - Shun Xiang, Lei Zhang, Yuanquan Wang, Shoujun Zhou, Xing Zhao, Tao Zhang, Shuo Li:
VLD-Net: Localization and Detection of the Vertebrae From X-Ray Images by Reinforcement Learning With Adaptive Exploration Mechanism and Spine Anatomy Information. 4969-4980 - Tudor Dascalu, Shaqayeq Ramezanzade, Azam Bakhshandeh, Lars Bjorndal, Raluca Iurcov, Tomaz Vrtovec, Bulat Ibragimov:
DentAssignNet: Assignment Network for Dental Cast Labeling in the Presence of Dental Abnormalities. 4981-4990 - Xiaofeng Deng, Defu Chen, Bowen Liu, Xiwan Zhang, Haixia Qiu, Wu Yuan, Hongliang Ren:
Fine-Grained Classification Reveals Angiopathological Heterogeneity of Port Wine Stains Using OCT and OCTA Features. 4991-5002 - Dongmin Huang, Chuchu Liao, Jingyun Mai, Xiaoxiao He, Liping Pan, Ming Xia, Huailei Lai, Xuhui Yang, Zhenlang Lin, Wenjin Wang:
Camera-Based Infant Suffocation Risk Detection Via Text-to-Image Generation for Guarding Sleep Safety. 5003-5015 - Chengcheng Shan, Jiawen Hu, Tianshu Zhou, Jingsong Li:
Accurate Core Body Temperature Prediction for Infrared Thermography Considering Ambient Temperature and Personal Features. 5016-5027 - Yuping Huang, Weisheng Li, Bin Xiao, Guofen Wang, Dan He, Xiaoyu Qiao:
Contrastive Learning Guided Fusion Network for Brain CT and MRI. 5028-5041 - Hanwen Zhang, Mingzhi Chen, Yuxi Liu, Guibo Luo, Yuesheng Zhu:
Non-IID Medical Image Segmentation Based on Cascaded Diffusion Model for Diverse Multi-Center Scenarios. 5042-5055 - Zhuangzhuang Li, Kun Zhao, Pindong Chen, Dawei Wang, Hongxiang Yao, Bo Zhou, Jie Lu, Pan Wang, Xi Zhang, Ying Han, Yong Liu:
Disentangled Representation Learning for Capturing Individualized Brain Atrophy via Pseudo-Healthy Synthesis. 5056-5068 - Boheng Zhang, Zelin Zheng, Yanqi Zhao, Yi Shen, Mingjian Sun:
MCBTNet: Multi-Feature Fusion CNN and Bi- Level Routing Attention Transformer-Based Medical Image Segmentation Network. 5069-5082 - Jianwei Zhao, Tao Hong, Hao Qi, Zhenghua Zhou, Hai Wang:
A Lightweight 3D Distillation Volumetric Transformer for 3D MRI Super-Resolution. 5083-5094 - Junjian Li, Hulin Kuang, Jin Liu, Hailin Yue, Jianxin Wang:
CA2CL: Cluster-Aware Adversarial Contrastive Learning for Pathological Image Analysis. 5095-5108 - Sharmin Majumder, Md Tauhidul Islam, Raffaella Righetti:
RAFT-USENet: A Unified Network for Accurate Axial and Lateral Motion Estimation in Ultrasound Elastography Imaging. 5109-5122 - Lyuyang Wang, Sommer Chou, Mehrdad Eshraghi Dehaghani, Gerry Wright, Lesley MacNeil, Mehdi Moradi:
Self-Supervised Learning for Drug Discovery Using Nematode Images: Method and Dataset. 5123-5132 - Shasha Mao, Angze Li, Yanjia Luo, Shuiping Gou, Mengnan Qi, Tianhuan Li, Xinyi Wei, Binxiao Su, Nan Gu:
Multi-Task Hybrid Conv-Transformer With Emotional Localized Ambiguity Exploration for Facial Pain Assessment. 5133-5145 - Jingliang Zhao, An Zeng, Jiayu Ye, Dan Pan:
Dynamic Local Conformal Reinforcement Network (DLCR) for Aortic Dissection Centerline Tracking. 5146-5157 - Zhenyu Tang, Jiannan Li, Jingliang Cheng, Zhicheng Li, Zhenyu Zhang, Jing Yan:
Pre-Operative Overall Survival Prediction of Diffuse Glioma Enhanced by Longitudinal Data. 5158-5167 - Yi Zhang, Sheng Huang, Mingjian Hong, Dan Yang:
Learning the Difference of Few-Shot Food Data Using Multivariate Knowledge-Guided Variational Autoencoder. 5168-5180 - Quang Dao, Laetitia Jeancolas, Graziella Mangone, Sara Sambin, Alizé Chalançon, Manon Gomes, Stéphane Lehéricy, Jean-Christophe Corvol, Marie Vidailhet, Isabelle Arnulf, Dijana Petrovska-Delacrétaz, Mounîm A. El-Yacoubi:
Detection of Early Parkinson's Disease by Leveraging Speech Foundation Models. 5181-5190 - Mirko Casu, Francesco Guarnera, Giusy Rita Maria La Rosa, Sebastiano Battiato, Pasquale Caponnetto, Riccardo Polosa, Rosalia Emma:
Smoking Detection and Cessation: An Updated Scoping Review of Digital and Mobile Health Technologies. 5191-5204 - Abhidnya Patharkar, Firas Al-Hindawi, Teresa Wu:
Healthy Bio-Core: A Framework for Selection of Homogeneous Healthy Biomedical Multivariate Time Series Employing Classification Performance. 5205-5218 - Hannah Ji, Matthew Gill, Evan W. Draper, David Liedl, David O. Hodge, Damon E. Houghton, Ana Casanegra:
Warfarin Dose Management Using Offline Deep Reinforcement Learning. 5219-5228 - Yuntian Wang, Yongqiang Tang, Jingyao Ma, Zhenping Chen, Chang Cui, Mingda Li, Runhui Wu, Wensheng Zhang:
Contrastive Learning With Transformer to Predict the Chronicity of Children With Immune Thrombocytopenia. 5229-5242 - Yufeng Zhang, Emily Wittrup, Matthew Hodgman, Michael Mathis, Kayvan Najarian:
EvolveFNN: An Interpretable Framework for Early Detection Using Longitudinal Electronic Health Record Data. 5243-5256 - Jing Wu, Simon Mayer, Simeon Pilz, Yasmine Sheila Antille, Jan Liam Albert, Melanie Stoll, Kimberly García, Klaus Ludwig Fuchs, Lia Bally, Lukas Eichelberger, Tanja Schneider, Verena Tiefenbeck, Sybilla Merian, Freya Orban:
FoodCoach: Fully Automated Diet Counseling. 5257-5269 - Jingjin Wu, Wei Tian, Anqi Wang, Yin-Chi Chan, Eric W. M. Wong, Kenny Chan, Gavin Joynt:
Design, Performance Evaluation, and Optimization for Intensive Care Networks Based on Non-Hierarchical Overflow Loss Systems. 5270-5283 - Marco Viceconti, Filippo Lanubile, Antonella Carbonaro, Sabato Mellone, Cristina Curreli, Alessandra Aldieri, Saverio Ranciati, Angela Montanari:
Position Paper: Extending Credibility Assessment of In Silico Medicine Predictors to Machine Learning Predictors. 5284-5290 - Xi Chen, Lei Lu, Tamás I. Józsa, Jiandong Zhou, David A. Clifton, Stephen J. Payne:
AI-Assisted in Silico Trial for the Optimization of Osmotherapy After Ischaemic Stroke. 5291-5302 - Ting Yu, Wangwen Lu, Yan Yang, Weidong Han, Qingming Huang, Jun Yu, Ke Zhang:
Adapter-Enhanced Hierarchical Cross-Modal Pre-Training for Lightweight Medical Report Generation. 5303-5316 - Jing Chen, Zhihua Wei, Wen Shen, Rui Shang:
Infusing Multi-Hop Medical Knowledge Into Smaller Language Models for Biomedical Question Answering. 5317-5328 - Jiashun Wu, Fang Ge, Shanruo Xu, Yan Liu, Jiangning Song, Dong-Jun Yu:
Identification of Protein-Nucleotide Binding Residues With Deep Multi-Task and Multi-Scale Learning. 5329-5338 - Ying Xiang, Xiaodi Li, Qian Gao, Junfeng Xia, Zhenyu Yue:
ExplainMIX: Explaining Drug Response Prediction in Directed Graph Neural Networks With Multi-Omics Fusion. 5339-5349 - Jiayue Hu, Yuhang Liu, Xiangxiang Zeng, Quan Zou, Ran Su, Leyi Wei:
Multi-Modal Deep Representation Learning Accurately Identifies and Interprets Drug-Target Interactions. 5350-5360
Volume 29, Number 8, August 2025
- Zheng Zhang, Jingjing Li, Xiaojun Chang, Eugene Yu-Dong Zhang:
Guest Editorial: Domain Adaptation and Generalization for Biomedical and Health Informatics. 5365-5367 - Yanning Ge, Li Xu, Xiaoding Wang, Youxiong Que, Md. Jalil Piran:
A Novel Framework for Multimodal Brain Tumor Detection With Scarce Labels. 5368-5380 - June-Woo Kim, Miika Toikkanen, Amin Jalali, Minseok Kim, Hye-Ji Han, Hyunwoo Kim, Wonwoo Shin, Ho-Young Jung, Kyunghoon Kim:
Adaptive Metadata-Guided Supervised Contrastive Learning for Domain Adaptation on Respiratory Sound Classification. 5381-5393 - Tianyun Zhu, Yilin Dong, Yong Zhou, Changming Zhu, Lei Cao:
Cross-Domain Human Activity Recognition via Domain Adaptation and Fused Attention. 5394-5404 - Navapat Nananukul, Hamid Soltanian-Zadeh, Mohammad Rostami:
Multi-Source Data Integration for Segmentation of Unannotated MRI Images. 5405-5412 - Yang Yu, Zhekai Du, Heng Luo, Chengwei Xiao, Jiang Hu:
Fourier-Based Frequency Space Disentanglement and Augmentation for Generalizable Face Anti-Spoofing. 5413-5423 - Taiyu Zhu, Ioannis Afentakis, Kezhi Li, Ryan Armiger, Neil Hill, Nick Oliver, Pantelis Georgiou:
Multi-Horizon Glucose Prediction Across Populations With Deep Domain Generalization. 5424-5437 - Ting Xiang, Yanwei Jin, Zijun Liu, Lei A. Clifton, David A. Clifton, Yiming Zhang, Quan Zhang, Nan Ji, Yuanting Zhang:
Dynamic Beat-to-Beat Measurements of Blood Pressure Using Multimodal Physiological Signals and a Hybrid CNN-LSTM Model. 5438-5451 - Zhen Liang, Weishan Ye, Qile Liu, Li Zhang, Gan Huang, Yongjie Zhou:
NSSI-Net: A Multi-Concept GAN for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG in a Semi-Supervised Framework. 5452-5464 - Taixiang Li, Quangui Wang, Linghao Lei, Ying An, Lin Guo, Linan Ren, Xianlai Chen:
Improvement of Non-Invasive Glucose Estimation Accuracy Through Multi-Wavelength PPG. 5465-5478 - Guoyu Zuo, Qifei Wu, Wenbin Gao, Cheng Li, Liangkun Sun, Shuangyue Yu:
Accurate and Real-Time Hierarchical Ensemble Network for Activity Classification in Construction Worker. 5479-5492 - Ayse Dogan, Alka Bishnoi, Richard B. Sowers, Manuel E. Hernandez:
Continuous Heart Rate Recovery Monitoring With ECG Signals From Wearables: Identifying Risk Groups in the General Population. 5493-5502 - Xiaodong Yang, Guangkang Jiang, Zhengping Zhu, Dandan Wu, Aijun He, Jun Wang:
MDD2DG-IRA: Multivariate Degree Distribution to Dynamic Graph With Inter-Channel Relevance Attention Mechanism for Multi-Channel Myocardial Infarction ECG Analysis. 5503-5514 - Felix Tena, Oscar Garnica, Juan Lanchares, J. Ignacio Hidalgo:
An LSTM-Based Neural Network Wearable System for Blood Glucose Prediction in People With Diabetes. 5515-5526 - Xihang Qiu, Wanyong Qiu, Ye Zhang, Kun Qian, Chun Li, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto:
FedKDC: Consensus-Driven Knowledge Distillation for Personalized Federated Learning in EEG-Based Emotion Recognition. 5527-5540 - Sha Lu, Lin Liu, Jiuyong Li, Jordan D. Chambers, Mark J. Cook, David B. Grayden:
Leveraging Channel Coherence in Long-Term iEEG Data for Seizure Prediction. 5541-5548 - Jinze Tong, Wanzhong Chen:
MMPI Net: A Novel Multimodal Model Considering the Similarities Between Perception and Imagination for Image Evoked EEG Decoding. 5549-5560 - Qianruo Kang, Yaqian Li, Xiang Li, Min Tian, Yin Xiang, Feng Li, Siyu Peng, Yijun Xiong, Yong Yang, Neal Xiong, Junfeng Gao:
Characterization of Cortical Connectivity in the Deception State With a Data-Driven Network Model Based on EEG Signal. 5561-5574 - Andrew McDonald, Maximilian Nussbaumer, Nirmani Rathnayake, Richard Steeds, Anurag Agarwal:
A Flexible Multi-Sensor Device Enabling Handheld Sensing of Heart Sounds by Untrained Users. 5575-5584 - Carmen Plaza-Seco, Mohammad Baksh, Kenneth E. Barner, Manuel Blanco-Velasco:
DeepTWA-TM: Deep Learning T-Wave Alternans Detection in Ambulatory ECG via Time Analysis. 5585-5595 - Xiang Li, Zhenghao Fu, Hui Zhou, Yin Xiang, Yaqian Li, Yida He, Jiaqi Zhang, Huanhuan Li, Lijie Gao, Junfeng Gao, Jian Song:
Variability of Spatiotemporal-Rhythmic Network During Inhibitory Control in Repetitive Subconcussion. 5596-5609 - Zikai Wang, Ang Li, Zhenyu Wang, Ting Zhou, Tianheng Xu, Honglin Hu:
BSAN: A Self-Adapted Motor Imagery Decoding Framework Based on Contextual Information. 5610-5621 - Menne van Boven, Frank C. Bennis, Wes Onland, Cornelieke Aarnoudse-Moens, Trixie Katz, Michelle Romijn, Mark Hoogendoorn, Aleid Leemhuis, Anton H. van Kaam, Marsh Königs, Jaap Oosterlaan:
The Value of Oxygenation Vital Signs in Machine Learning Prediction of Neurodevelopmental Outcomes in Preterm Infants. 5622-5630 - Jin Huang, Yazhao Mao, Jingwen Deng, Zhaoyi Ye, Yimin Zhang, Jingwen Zhang, Lan Dong, Hui Shen, Jinxuan Hou, Yu Xu, Xiaoxiao Li, Sheng Liu, Du Wang, Shengrong Sun, Liye Mei, Cheng Lei:
EMGANet: Edge-Aware Multi-Scale Group-Mix Attention Network for Breast Cancer Ultrasound Image Segmentation. 5631-5641 - Jiayi Lu, Shaodong Ma, Yonghuai Liu, Yuhui Ma, Lei Mou, Yang Jiang, Yitian Zhao:
Rethinking Data Augmentation for Single-Source Domain Generalization in OCT Image Segmentation. 5642-5655 - Li Rong Wang, Si Yin Charlene Chia, Vivien Cherng Hui Yip, Kelvin Zhenghao Li, Xiuyi Fan:
Integrating Clinical Insights via Hierarchical Inference to Predict Conditions in Bilaterally Symmetric Organs. 5656-5666 - Konstantinos Georgas, Ioannis A. Vezakis, Ioannis Kakkos, Anastasia Natalia Douma, Evangelia Panourgias, Lia A. Moulopoulos, George K. Matsopoulos:
Rad-EfficientNet: Improving Breast MRI Diagnosis Through Integration of Radiomics and Deep Learning. 5667-5674 - Zehui Feng, Tongtong Zhou, Ting Han:
MLST-Net: Multi-Task Learning Based Spatial-Temporal Disentanglement Scheme for Video Facial Paralysis Severity Grading. 5675-5686 - Chong Wang, Fengbei Liu, Yuanhong Chen, Chun Fung Kwok, Michael Elliott, Carlos A. Peña-Solórzano, Davis James McCarthy, Helen Frazer, Gustavo Carneiro:
Progressive Mining and Dynamic Distillation of Hierarchical Prototypes for Disease Classification and Localisation. 5687-5699 - Benny Wei-Yun Hsu, Vincent S. Tseng:
HiTrace: Hierarchical Class Tracing Approach for Open-Set Recognition on Skin Lesions. 5700-5711 - Haifan Gong, Huixian Liu, Yitao Wang, Xiaoling Liu, Xiang Wan, Qiao Shi, Haofeng Li:
Fetal Cerebellum Landmark Detection Based on 3D MRI: Method and Benchmark. 5712-5721 - Yongtai Zhuo, Mingkang Liu, Jie Liu, Zhikai Yang, Rui Liu, Peng Xue, Lixu Gu:
FIND: A Framework for Iterative to Non-Iterative Distillation for Lightweight Deformable Registration. 5722-5735 - Wei Feng, Sijin Zhou, Yiwen Jiang, Feilong Tang, Zongyuan Ge:
Neighbor-Guided Unbiased Framework for Generalized Category Discovery in Medical Image Classification. 5736-5747 - Quan Zhou, Mingwei Wen, Mingyue Ding, Yixin Su, Zhiwei Wang:
Single-Slice Semi-Supervised 3D Medical Image Segmentation via Correlation Information Enhancement and Hybrid Pseudo Mask Generation. 5748-5761 - Ming Zhao, Jia Fang, Boyang Chen:
An Arbitrary-Scale Super-Resolution Network for Multi-Contrast MRI With Permuted Cross-Attention. 5762-5772 - Wen-Bo Zhang, Ping Zhou, Yang Chen, Guang-Quan Zhou:
Frequency-Phase Guided Attention Complex-Valued Network for Ultrasound Image Segmentation. 5773-5786 - Zhiwei Qu, Li Zhuo, Ning Xu, Hongxia Yin, Zhenchang Wang, Xiaoguang Li:
Accurate Multi-Landmark Localization in 3D Ultra-High Resolution CT Images of the Ears Via Deep Reinforcement Learning and Transformer. 5787-5800 - Zhiqi Lee, Tao Liu, Haonan Zhang, Xiang Zhang, Xuan Li, Yizhen Pan, Tingting Wu, Jierui Ding, Shiyuan Zhang, Zhuonan Wang, Lijun Bai:
PPA Net: The Pixel Prediction Assisted Net for 3D TOF-MRA Cerebrovascular Segmentation. 5801-5810 - Shuo Yang, Deqiang Xiao, Haixiao Geng, Danni Ai, Jingfan Fan, Tianyu Fu, Hong Song, Feng Duan, Jian Yang:
Hepatic Vessel Roadmap Prediction Using Adaptive Tracking and Bending Energy Modeling in X-Ray Fluoroscopy. 5811-5823 - Pengchen Liang, Leijun Shi, Bin Pu, Renkai Wu, Jianguo Chen, Lixin Zhou, Lite Xu, Zhuangzhuang Chen, Qing Chang, Yiwei Li:
MambaSAM: A Visual Mamba-Adapted SAM Framework for Medical Image Segmentation. 5824-5835 - Ye Zhang, Linghan Cai, Ziyue Wang, Yongbing Zhang:
SEINE: Structure Encoding and Interaction Network for Nuclei Instance Segmentation. 5836-5848 - Yunlu Yan, Chun-Mei Feng, Yuexiang Li, Ping Li, Rick Siow Mong Goh, Baiying Lei, Weiming Wang, David Dagan Feng, Lei Zhu:
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction. 5849-5861 - Zheyi Ji, Yongxin Ge, Chijioke Chukwudi, Kaicheng U, Sophia Meixuan Zhang, Yulong Peng, Junyou Zhu, Hossam Zaki, Xueling Zhang, Sen Yang, Xiyue Wang, Yijiang Chen, Junhan Zhao:
Counterfactual Bidirectional Co-Attention Transformer for Integrative Histology-Genomic Cancer Risk Stratification. 5862-5874 - Yinhao Liang, Wenjie Tang, Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Siyi Chen, Kuiming Jiang, Xinhua Wei, Xinqing Jiang, Yuan Guo:
XRadNet: A Radiomics-Guided Breast Cancer Molecular Subtype Prediction Network With a Radiomics Explanation. 5875-5886 - Jiayi Chen, Benteng Ma, Hengfei Cui, Jingfeng Zhang, Yong Xia:
Active Learning Based on Temporal Difference of Gradient Flow in Thoracic Disease Diagnosis. 5887-5899 - Shuoyan Zhang, Qingmin Wang, Min Wei, Jiayi Zhong, Ying Zhang, Ziyan Song, Chenyang Li, Xiaochen Zhang, Ying Han, Yunxia Li, Han Lv, Jiehui Jiang:
FROG: A Fine-Grained Spatiotemporal Graph Neural Network With Self-Supervised Guidance for Early Diagnosis of Alzheimer's Disease. 5900-5911 - Tsung-Hsuan Wu, Hung-Chih Chiu, Jyun-Sin Wu, Wei-Jong Yang, Kuo-Sheng Cheng, Che-Wei Hsu, Shu-Hsien Wang, Joshua Tay Uyboco, Hung-Wen Tsai, Pau-Choo Chung:
BSMatch: Boundary Segmentation and Matching for Lipid Droplet Quantification in Diagnosis of Non-Alcoholic Fatty Liver Disease. 5912-5921 - Hiroyuki Sato, Ryoichi Hanazawa, Keisuke Suzuki, Atsushi Hashizume, Akihiro Hirakawa:
Self-Organized Prediction-Classification- Superposition of Longitudinal Cognitive Decline in Alzheimer's Disease: An Application to Novel Clinical Research Methodology. 5922-5935 - Xucheng Zhang, Zhirong Wan, Jing Zhao, Xinjin Li, Anfeng Liu, Xiangmin Fan, Wei Sun, Feng Tian, Dakuo Wang:
DoctorPupil: A Virtual Reality System for Parkinson's Diagnosis Through Task-Evoked Pupil Response. 5936-5948 - Hyunwoo Kim, Sung Woo Lee, Su Jin Kim, Kap Su Han, Sijin Lee, Juhyun Song, Hyo Kyung Lee:
Advancing Continuous Prediction for Acute Kidney Injury via Multi-Task Learning: Towards Better Clinical Applicability. 5949-5962 - Houda Jebbari, Sandie Cabon, Patrick Pladys, Guy Carrault, Fabienne Porée:
A Compact Quiet Sleep Estimator Based on Cardiorespiratory and Video Motion Features for Maturation Analysis in NICU. 5963-5973 - Liming Hao, Xiaohan Wang, Shuai Ren, Yan Shi, Maolin Cai, Tao Wang, Zujin Luo:
Improving Patient-Ventilator Synchrony During Pressure Support Ventilation Based on Reinforcement Learning Algorithm. 5974-5982 - Ling Chen, Chun-Hung Chen, Wei Wang, Da-Wen Lu, Vincent S. Tseng:
Predicting Longitudinal Visual Field Progression With Class Imbalanced Data. 5983-5991 - Hanyue Liu, Hong Yu, Hao Wu, Guoyin Wang:
A Rule-Guided Community Detection Method for Identifying Subpopulations in Medical Data. 5992-6003 - Abdulrahman Al-Dailami, Hulin Kuang, Jianxin Wang:
FedComDist: Towards Effective Personalized Federated Learning for Patient Outcome Prediction Using Multi-Center Electronic Medical Records. 6004-6016 - Fatemeh Salehi, Sara Bayat, Georg Schett, Arnd Kleyer, Thomas Altstidl, Bjoern M. Eskofier:
ExSMART-PreRA: Explainable Survival and Risk Assessment Using Machine Learning for Time Estimation in Preclinical Rheumatoid Arthritis. 6017-6028 - Zhongren Dong, Weixiang Xu, Xinzhou Xu, Zixing Zhang:
Modality Imbalance? Dynamic Multi-Modal Knowledge Distillation in Automatic Alzheimer's Disease Recognition. 6029-6042 - Hui Liu, Wei Duan, Judong Luo:
Predicting Single-Cell Drug Sensitivity Utilizing Adaptive Weighted Features for Multi-Source Domain Adaptation. 6043-6054 - Guanyu Song, Meifeng Deng, Yunzhi Chen, Shijie Jia, Zhenguo Nie:
NciaNet: A Non-Covalent Interaction-Aware Graph Neural Network for the Prediction of Protein-Ligand Interaction in Drug Discovery. 6055-6068 - Yuan Zhang, Juan Wang, Jiajie Xing, Xiaomin Chen:
Identifying Disease-Gene Associations by Topological and Biological Feature-based Data Augmentation and Graph Neural Networks. 6069-6080 - Guishen Wang, Honghan Chen, Handan Wang, Hairong Gao, Xiaowen Hu, Chen Cao:
MMDDI-SSE: A Novel Multi-Modal Feature Fusion Model With Static Subgraph Embedding for Drug-Drug Interaction Event Prediction. 6081-6091 - Yeqiang Wang, Wenxiao Zhao, Yijun He, Jiale Li, Rui Mao:
Advanced Heterogeneous Network-Based Graph Neural Network Framework for Predicting Anti-CRISPR Protein Sequences. 6092-6104 - Mengmeng Wei, Lei Wang, Bo-Wei Zhao, Xiao-Rui Su, Zhu-Hong You, De-Shuang Huang:
Integrating Transformer and Graph Attention Network for circRNA-miRNA Interaction Prediction. 6105-6113 - Dan Shao, Guangzhao Zhang, Lin Lin, Yucong Xiong, Kai He, Liyan Sun:
SecProGNN: Predicting Bronchoalveolar Lavage Fluid Secreted Protein Using Graph Neural Network. 6114-6123
Volume 29, Number 9, September 2025
- Bobak J. Mortazavi, Yu-Chiao Chiu, Lei Lu, Arun Das, Georgia D. Tourassi, Bjoern M. Eskofier:
Guest Editorial: Transforming Healthcare and Medicine With Biomedical Informatics and Emerging AI. 6128-6131 - Marta Lenatti, Alberto Carlevaro, Aziz Guergachi, Karim Keshavjee, Maurizio Mongelli, Alessia Paglialonga:
Estimation and Conformity Evaluation of Multi-Class Counterfactual Explanations for Chronic Disease Prevention. 6132-6142 - Jin Li, Yiyan Deng, Qi Sun, Junjie Zhu, Yu Tian, Jingsong Li, Tingting Zhu:
Benchmarking Large Language Models in Evidence-Based Medicine. 6143-6156 - Christian Marius Lillelund, Martin Magris, Christian Fischer Pedersen:
Efficient Training of Probabilistic Neural Networks for Survival Analysis. 6157-6166 - Mona Ashtari-Majlan, David Masip:
Spatial-Aware Transformer-GRU Framework for Enhanced Glaucoma Diagnosis From 3D OCT Imaging. 6167-6175 - Hyunjun Cho, Dongjin Shin, Kwang-Hyun Uhm, Sung-Jea Ko, Yosep Chong, Seung-Won Jung:
A Nuclei-Focused Strategy for Automated Histopathology Grading of Renal Cell Carcinoma. 6176-6185 - Prayook Jatesiktat, Guan Ming Lim, Wee Sen Lim, Wei Tech Ang:
Anatomical-Marker-Driven 3D Markerless Human Motion Capture. 6186-6199 - Jing Wang, Rongfeng Zhao, Haiyang He, Xianglong Zhou, Yanling Han:
Irregular Artificial Vision Optimization Strategies Based on Transformer Saliency Detection. 6200-6213 - Mehdy Dousty, David J. Fleet, José Zariffa:
Personalized Video-Based Hand Taxonomy Using Egocentric Video in the Wild. 6214-6225 - Behrad Taghibeyglou, Tasnia Kamal, Fernanda R. Almeida, Azadeh Yadollahi:
Snoring Vibration: A Robust Measure for Predicting Treatment Outcome for Obstructive Sleep Apnea. 6226-6237 - Zhenhao Zhao, Eunsun Chung, Kyong-Mee Chung, Chung Hyuk Park:
AV-FOS: Transformer-Based Audio-Visual Multimodal Interaction Style Recognition for Children With Autism Using the Revised Family Observation Schedule 3rd Edition (FOS-R-III). 6238-6250 - Wenan Wang, Jingfeng Lin, Xinning Le, Yaru Li, Tao Liu, Lunxin Pan, Min Li, Dezhong Yao, Peng Ren:
Addressing Multiple Challenges in Early Gait Freezing Prediction for Parkinson's Disease: A Practical Deep Learning Approach. 6251-6262 - Shibo Jing, Hsien-Yung Huang, Mélanie Jouaiti, Yongkun Zhao, Zhenhua Yu, Ravi Vaidyanathan, Dario Farina:
Enhancing the Prediction of Locomotion Transition With High-Density Surface Electromyography. 6263-6275 - Egor Panfilov, Simo Saarakkala, Miika T. Nieminen, Aleksei Tiulpin:
End-to-End Prediction of Knee Osteoarthritis Progression With Multimodal Transformers. 6276-6286 - Cyrille YetuYetu Kesiku, Begonya Garcia-Zapirain:
AI-Enhanced Lung Cancer Prediction: A Hybrid Model's Precision Triumph. 6287-6300 - Nina Wiedemann, Dianne de Korte-de Boer, Matthias Richter, Sjors van de Weijer, Charlotte Buhre, Franz A. M. Eggert, Sophie Aarnoudse, Lotte Grevendonk, Steffen Röber, Carlijn M. E. Remie, Wolfgang Buhre, Ronald Henry, Jannis Born:
COVID-BLUeS - a Prospective Study on the Value of AI in Lung Ultrasound Analysis. 6301-6310 - Honglei Liu, Yi Shi, Ying Xu, Ao Li, Minghui Wang:
Agnostic-Specific Modality Learning for Cancer Survival Prediction From Multiple Data. 6311-6322 - Marta Gómez, Jesús Carro, Esther Pueyo, Alba Pérez, Aída Oliván, Violeta Monasterio:
In Silico Modeling and Validation of the Effect of Calcium-Activated Potassium Current on Ventricular Repolarization in Failing Myocytes. 6323-6331