Validating a strategy for psychosocial phenotyping using a large corpus of clinical text

Abstract

Phenotyping using NLP need not involve the entire document corpus. Our methods offer a generalizable strategy for scaling NLP pipelines to large free text corpora with complex linguistic annotations in attempts to identify patients of a certain phenotype.