Lyle Ungar

Latest

• Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians’ encounter notes
• Construct validity of six sentiment analysis methods in the text of encounter notes of patients with critical illness
• Inclusion of unstructured clinical text improves early prediction of death or prolonged ICU stay
• A Simulated Prospective Evaluation of a Deep Learning Model for Real-Time Prediction of Clinical Deterioration Among Ward Patients
• Word Embeddings Trained on Published Case Reports Are Lightweight, Effective for Clinical Tasks, and Free of Protected Health Information