Critical Care Medicine | Emergency Medicine Impact of a deep learning sepsis prediction model on quality of care and survival. January 23, 2024
Clinical Predictive Modeling | Healthcare Systems | Sepsis Prediction Unsupervised Detection and Correction of Model Calibration Shift at Test-Time. December 12, 2023
Clinical Informatics | Machine Learning in Healthcare Leveraging clinical data across healthcare institutions for continual learning of predictive risk models. May 19, 2022
Artificial Intelligence | Emergency Medicine | Intensive Care Medicine Artificial intelligence sepsis prediction algorithm learns to say “I don’t know”. September 10, 2021
Critical Care Medicine Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis. May 3, 2021
Artificial Intelligence | Critical Care Medicine | Medical Informatics DeepAISE – An interpretable and recurrent neural survival model for early prediction of sepsis. March 9, 2021
Critical Care Medicine | Infectious Diseases | Pulmonology Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation. December 21, 2020
Critical Care Medicine | Internal Medicine Development and Prospective Validation of a Transparent Deep Learning Algorithm for Predicting Need for Mechanical Ventilation. June 24, 2020
Cardiology | Neurology | Sleep Medicine Deep learning in the cross-time frequency domain for sleep staging from a single-lead electrocardiogram. May 8, 2019