Computational Medicine | Critical Care Medicine | Endocrinology | Neurology Continuous time recurrent neural networks: overview and benchmarking at forecasting blood glucose in the intensive care unit. September 12, 2023
Clinical data management | Health Informatics | Medical Research Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study. August 25, 2023
Health Informatics | Medical Data Privacy | Natural Language Processing De-identifying Australian Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models. October 4, 2022
Cardiology | Epidemiology Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach. December 15, 2021
Intensive Care Unit (ICU) | Machine Learning | Predictive Medicine Benchmarking Deep Learning Architectures for Predicting Readmission to the ICU and Describing Patients-at-Risk. January 25, 2020