Clinical Prediction Models | Medical Informatics Development and external validation of deep learning clinical prediction models using variable-length time series data. April 29, 2024
Health Informatics | Trauma Surgery Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models. April 8, 2024
Clinical Decision Support | Clinical Informatics Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults. April 20, 2023
Critical Care Medicine | Infectious Disease | Medical Informatics Identifying infected patients using semi-supervised and transfer learning. July 23, 2022
Artificial Intelligence | Internal Medicine | Psychiatry Development and multimodal validation of a substance misuse algorithm for referral to treatment using artificial intelligence (SMART-AI): a retrospective deep learning study. July 16, 2022
Emergency Medicine | Machine Learning | Public Health | Radiology Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic. December 19, 2021
Clinical Informatics | Substance Misuse Toward a clinical text encoder: pretraining for clinical natural language processing with applications to substance misuse. June 24, 2019