J. T. Walters

Extracting Symptoms of Psychotic Disorders from Clinical Notes using Natural Language Processing.

Large Language Models (LLMs) are proposed as tools for high-throughput, deep phenotyping of psychiatric disorders. Applied to electronic health records, LLMs could in principle extract patient symptoms, outcome trajectories, risk factors, and treatment history at scale and these, when combined with increasingly availab...