Biometrics | Electronic Health Records | Neurology ResNet1D-Based Personal Identification with Multi-Session Surface Electromyography for Electronic Health Record Integration. May 25, 2024
Electronic Health Records | Health Informatics | Medical Imaging Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics. January 15, 2024
Clinical Prediction | Electronic Health Records TransformEHR: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records. November 29, 2023
Artificial Intelligence | Electronic Health Records | Pharmacovigilance Artificial Intelligence-Enabled Software Prototype to Inform Opioid Pharmacovigilance From Electronic Health Records: Development and Usability Study. September 29, 2023
Clinical Risk Prediction | Electronic Health Records Stable clinical risk prediction against distribution shift in electronic health records. September 18, 2023
Clinical Decision Making | Electronic Health Records | Medication Recommendation CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation. September 6, 2023
Clinical Coding | Electronic Health Records Explainable clinical coding with in-domain adapted transformers. February 22, 2023
Electronic Health Records | Healthcare Decision-Making | Medical Informatics Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review. February 22, 2023
Electronic Health Records | Healthcare Using model explanations to guide deep learning models towards consistent explanations for EHR data. November 18, 2022
Electronic Health Records | Machine Learning | Physiology Novel Insights on Induced Sparsity in Multi-Time Attention Networks. October 19, 2022
Clinical data analysis | Electronic Health Records Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data. August 24, 2022
Clinical Prediction Modeling | Electronic Health Records Deep Learning for Temporal Data Representation in Electronic Health Records: A Systematic Review of Challenges and Methodologies. January 2, 2022