72 citations · 77 across the 3 of their papers we have counts for
3 papers
cs.CL2023★ 1 cited
Large Language Models for Granularized Barrett's Esophagus Diagnosis Classification
Jenna Kefeli, Ali Soroush, Courtney J. Diamond +5
Diagnostic codes for Barrett's esophagus (BE), a precursor to esophageal cancer, lack granularity and precision for many research or clinical use cases. Laborious manual chart revi…
q-bio.QM2023★ 72 cited
Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT
Jingye Yang, Cong Liu, Wendy Deng +4
We hypothesize that large language models (LLMs) based on the transformer architecture can enable automated detection of clinical phenotype terms, including terms not documented in…
cs.LG2021★ 4 cited
Natural language processing to identify lupus nephritis phenotype in electronic health records
Yu Deng, Jennifer A. Pacheco, Anh Chung +14
Systemic lupus erythematosus (SLE) is a rare autoimmune disorder characterized by an unpredictable course of flares and remission with diverse manifestations. Lupus nephritis, one…