LongHealth: A Question Answering Benchmark with Long Clinical Documents Lisa AdamsFelix BuschKeno Bressem Research Article Open access 14 June 2025
Novel Videographic-Free Framework for Tracking Anatomical Structures Using Swallowing Accelerometer Signals and Multi-task Transformers Ayman AnwarWuqi LiErvin Sejdic Research Article 03 June 2025
A Few-Shot Learning-Based Framework for Predicting Likelihood of In-patient’s Mortality Josh Jia-Ching YingJia-Xuan YuYu-An Chen Research Article 26 May 2025
Key Components of Participatory Design Workshops for Digital Health Solutions: Nominal Group Technique and Feasibility Study Kerstin DeneckeOctavio Rivera-RomeroElia Gabarron Research Article Open access 14 May 2025
Zero-Shot Extraction of Seizure Outcomes from Clinical Notes Using Generative Pretrained Transformers William K. S. OjemannKevin XieColin A. Ellis Research Article Open access 29 April 2025
Behavioral Clusters and Lesion Distributions in Ischemic Stroke, Based on NIHSS Similarity Network Louis Fabrice TshimangaAndrea ZanolaMaurizio Corbetta Research Article Open access 26 March 2025
Effective Non-IID Degree Estimation for Robust Federated Learning in Healthcare Datasets Kun-Yi ChenChi-Ren ShyuZon-Yin Shae Research Article Open access 22 March 2025
Empirical Comparison of Post-processing Debiasing Methods for Machine Learning Classifiers in Healthcare Vien Ngoc DangVíctor M. CampelloKarim Lekadir Research Article Open access 20 March 2025
Assessing the Effectiveness of Automatic Speech Recognition Technology in Emergency Medicine Settings: a Comparative Study of Four AI-Powered Engines Xiao LuoLe ZhouZhan Zhang Research Article 19 March 2025
Enhancing Patient-Physician Communication: Simulating African American Vernacular English in Medical Diagnostics with Large Language Models Yeawon LeeChia-Hsuan ChangChristopher C. Yang Research Article Open access 11 March 2025 Pages: 119 - 153
Real-Time Forecasting from Wearable-Monitored Heart Rate Data Through Autoregressive Models Giulio De SabbataGiovanni Simonini Research Article Open access 07 March 2025 Pages: 154 - 173
Dynamic Prediction and Intervention of Serum Sodium in Patients with Stroke Based on Attention Mechanism Model Xiao LuHongli XuKunlun He Research Article Open access 06 March 2025 Pages: 174 - 190
Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches Dinithi VithanageChao DengPing Yu Research Article Open access 20 February 2025 Pages: 191 - 219
Understanding Complexities in Collaborative Management of Knowledge on Advance Care Planning for Multi-morbid Patients Within Personalized Integrated Care Fiona P. TulinayoAna Ortega-GilEsteban de Manuel Keenoy Research Article Open access 19 February 2025 Pages: 220 - 245
A Guided Variational Autoencoder for Targeted Molecule Optimization in Drug Discovery Da TanChristopher J. HenryCarson K. Leung Research Article 09 February 2025
Internal and External Validation of a Deep Learning-Based Early Warning System of Cardiac Arrest with Variable-Length and Irregularly Measured Time Series Data Jyun-Yi WangSu-Yin HsuLi-Chen Fu Research Article 01 February 2025
Integrating the Patient Perspective into Healthcare and Real-World Evidence: The Multi-site, Cross-Disease, Patient-Centered Outcomes Research Project in the Medical Informatics Initiative (PCOR-MII) A. A. RoggeR. Mukowski-KickhöfelF. Prasser Research Article Open access 27 January 2025
A User Typology for Digital Health Self-Management Technologies: A Qualitative Study of the Long-term User Experiences of Older Adults with a Digital Self-Management Platform for Multimorbidity (ProACT) Sara PolakMyriam Sillevis SmittJohn Dinsmore Research Article Open access 24 January 2025
Temporal Word Embeddings for Early Detection of Psychological Disorders on Social Media Manuel CoutoAnxo PerezDavid E. Losada Research Article Open access 22 January 2025
A Self-Supervised Graph Neural Network to Identify Temporal Phenotypes of End-Stage Renal Disease Using Longitudinal Electronic Health Records Shengqiang ChiYu TianJingsong Li Research Article 10 January 2025
A Low Complexity Efficient Deep Learning Model for Automated Retinal Disease Diagnosis Sadia Sultana ChowaMd. Rahad Islam BhuiyanSami Azam Research Article Open access 03 January 2025 Pages: 1 - 40
Comparing Care Pathways Between COVID-19 Pandemic Waves Using Electronic Health Records: A Process Mining Case Study Konstantin GeorgievJacques D. FleuriotAtul Anand Research Article Open access 23 December 2024 Pages: 41 - 66
“My Back Exercise App”—mHealth for Low Back Pain: Development and Usability Testing Josielli ComachioCarlos Ivan Mesa-CastrillonPaulo Ferreira Research Article Open access 29 November 2024 Pages: 67 - 87
Classification of Chronic Dizziness Using Large Language Models Xiaowei XuRuixuan JiangJiao Li Research Article Open access 23 November 2024 Pages: 88 - 102
Non-technical Skills for Urology Trainees: A Double-Blinded Study of ChatGPT4 AI Benchmarking Against Consultant Interaction Matthew PearsKaran WadhwaChandra Shekhar Biyani Research Article 14 November 2024 Pages: 103 - 118
Understanding Sarcoidosis Using Large Language Models and Social Media Data Nan Miles XiHong-Long JiLin Wang Research Article 13 November 2024
ECG Captioning with Prior-Knowledge Transformer and Diffusion Probabilistic Model Thi Diem TranNgoc Quoc TranYasuhiko Nakashima Research Article 22 October 2024
Siamese Neural Network for Speech-Based Depression Classification and Severity Assessment Stavros NtalampirasWen Qi Research Article Open access 03 October 2024 Pages: 577 - 593
Predicting Multiple Outcomes Associated with Frailty based on Imbalanced Multi-label Classification Adane Nega TarekegnKrzysztof MichalakMario Giacobini Research Article Open access 02 October 2024 Pages: 594 - 618
LightDPH: Lightweight Dual-Projection-Head Hierarchical Contrastive Learning for Skin Lesion Classification Benny Wei-Yun HsuVincent S. Tseng Research Article Open access 01 October 2024 Pages: 619 - 639
A Methodology to Measure Glucose Metabolism by Quantitative Analysis of PET Images Patrizia VizzaElena SuccurroPierangelo Veltri Research Article Open access 25 September 2024 Pages: 640 - 657
Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis Huizi YuLizhou FanXin Ma Research Article 14 September 2024 Pages: 658 - 711
FENAP: Foundation Models for EMA-Derived Narrative Analysis and Prediction Fengxiang ZhaoYi ShangTimothy J. Trull Research Article 20 August 2024
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks Soheila MolaeiNima Ghanbari BousejinDavid A. Clifton Research Article Open access 01 August 2024 Pages: 555 - 575
Analyzing Healthcare Processes with Incremental Process Discovery: Practical Insights from a Real-World Application Daniel SchusterElisabetta BeneventoWil M. P. van der Aalst Research Article Open access 24 June 2024 Pages: 523 - 554
MELEP: A Novel Predictive Measure of Transferability in Multi-label ECG Diagnosis Cuong V. NguyenHieu Minh DuongCuong D. Do Research Article 15 June 2024 Pages: 506 - 522
DDE: Deep Dynamic Epidemiological Modeling for Infectious Illness Development Forecasting in Multi-level Geographic Entities Ruhan LiuJiajia LiDavid Dagan Feng Research Article 28 May 2024 Pages: 478 - 505
Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models Shuang YangXi YangJiang Bian Research Article Open access 17 May 2024 Pages: 463 - 477
Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare Tongnian WangKai ZhangYuanxiong Guo Research Article 23 March 2024 Pages: 181 - 205
Prompt Tuning in Biomedical Relation Extraction Jianping HeFang LiCui Tao Research Article 29 February 2024 Pages: 206 - 224
Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm Seha AyMichael CardeiUmit Topaloglu Research Article Open access 28 February 2024 Pages: 225 - 243
A Systematic Review on Pill and Medication Dispensers from a Human-Centered Perspective Luigi GargioniDaniela FogliPietro Baroni OriginalPaper Open access 22 February 2024 Pages: 244 - 285
Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction Zakary Georgis-YapMilos R. PopovicShehroz S. Khan Research Article 16 February 2024 Pages: 286 - 312
Clinical Information Retrieval: A Literature Review Sonish SivarajkumarHaneef Ahamed MohammadYanshan Wang Research Article 23 January 2024 Pages: 313 - 352
NeighBERT: Medical Entity Linking Using Relation-Induced Dense Retrieval Ayush SinghSaranya KrishnamoorthyJohn E. Ortega Research Article 18 January 2024 Pages: 353 - 369
Neural Models for Generating Natural Language Summaries from Temporal Personal Health Data Jonathan HarrisMohammed J. Zaki Research Article 16 January 2024 Pages: 370 - 399
Supporting Fair and Efficient Emergency Medical Services in a Large Heterogeneous Region Francesca Da RosLuca Di GasperoLaura Deroma Research Article Open access 09 January 2024 Pages: 400 - 437
Identifying and Extracting Rare Diseases and Their Phenotypes with Large Language Models Cathy ShyrYan HuHua Xu Research Article Open access 05 January 2024 Pages: 438 - 461
Contextual Word Embedding for Biomedical Knowledge Extraction: a Rapid Review and Case Study Dinithi VithanagePing YuChao Deng Research Article 03 January 2024 Pages: 158 - 179
Brain Activity is Influenced by How High Dimensional Data are Represented: An EEG Study of Scatterplot Diagnostic (Scagnostics) Measures Ronak EtemadpourSonali ShintreeA. Duke Shereen Research Article 12 December 2023 Pages: 19 - 49
