Deep Learning | Nephrology | Predictive Medicine Development and external validation of a multidimensional deep learning model to dynamically predict kidney outcomes in IgA nephropathy. May 10, 2024
Colorectal Surgery | Deep Learning | Medical Informatics Revolutionizing Postoperative Ileus Monitoring: Exploring GRU-D’s Real-Time Capabilities and Cross-Hospital Transferability. May 7, 2024
Metabolic Diseases | Pediatric Medicine An interpretable predictive deep learning platform for pediatric metabolic diseases. March 18, 2024
Cardiology | Epidemiology Incorporating longitudinal history of risk factors into atherosclerotic cardiovascular disease risk prediction using deep learning. October 27, 2023
Informatics | Public Health Prediction models using artificial intelligence and longitudinal data from electronic health records: a systematic methodological review. September 2, 2023
Pulmonology | Radiology Interstitial lung disease diagnosis and prognosis using an AI system integrating longitudinal data. April 20, 2023
Ophthalmology Predicting Visual Field Worsening with Longitudinal Optical Coherence Tomography Data Using a Gated Transformer Network (OPHTHA-D-22-01964)s. April 1, 2023
Cardiology | Emergency Medicine | Health Informatics Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms. February 6, 2023
Cardiology | Internal Medicine Predicting hypertension onset from longitudinal electronic health records with deep learning. November 30, 2022
Clinical Informatics | Internal Medicine Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records. November 25, 2022
Geriatrics | Machine Learning | Physiology Unsupervised learning of aging principles from longitudinal data. November 5, 2022