Informatics | Rheumatology Identification of an ANCA-Associated Vasculitis Cohort Using Deep Learning and Electronic Health Records. July 1, 2024
Ophthalmology Integrating Deep Learning with Electronic Health Records for Early Glaucoma Detection: A Multi-Dimensional Machine Learning Approach. June 27, 2024
Health Informatics | Healthcare Analytics | Machine Learning Addressing label noise for electronic health records: insights from computer vision for tabular data. June 27, 2024
Health Informatics | Machine Learning in Healthcare TEE4EHR: Transformer event encoder for better representation learning in electronic health records. June 22, 2024
Critical Care Medicine | Internal Medicine M-ClustEHR: A multimodal clustering approach for electronic health records. June 22, 2024
Ophthalmology Predicting Glaucoma Surgical Outcomes Using Neural Networks and Machine Learning on Electronic Health Records. June 21, 2024
Health Informatics | Medical Informatics Natural language processing systems for extracting information from electronic health records about activities of daily living. A systematic review. May 27, 2024
Biometrics | Electronic Health Records | Neurology ResNet1D-Based Personal Identification with Multi-Session Surface Electromyography for Electronic Health Record Integration. May 25, 2024
Clinical Informatics | Health Informatics Filling the gaps: leveraging large language models for temporal harmonization of clinical text across multiple medical visits for clinical prediction. May 20, 2024
Health Informatics | Machine Learning | Public Health Identification of patients’ smoking status using an explainable AI approach: a Danish electronic health records case study. May 17, 2024
Biomedical Informatics | Cardiology Artificial intelligence-assisted automated heart failure detection and classification from electronic health records. May 3, 2024
Health Informatics | Healthcare | Machine Learning Continuous patient state attention model for addressing irregularity in electronic health records. May 3, 2024