Improving Clinical NLP Performance through Language Model-Generated
Synthetic Clinical Data

Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data

28 March 2024

Shan Chen

Timothy A. Miller

Dmitriy Dligach

Danielle S. Bitterman

Papers citing "Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data"

4 / 4 papers shown

Title
Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations Suhas BN Dominik Mattioli Saeed Abdullah Rosa I. Arriaga Chris W. Wiese Andrew M. Sherrill 17 1 0 16 Apr 2025
Natural language processing to automatically extract the presence and severity of esophagitis in notes of patients undergoing radiotherapy Shan Chen Marco Guevara N. Ramirez Arpi Murray J. Warner Hugo J. W. L. Aerts Timothy A. Miller G. Savova Raymond H. Mak Danielle S. Bitterman 18 12 0 24 Mar 2023
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Timothy A. Miller John R. Caskey Brihat Sharma M. Churpek Majid Afshar ELM LRM 26 16 0 29 Sep 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 154 327 0 25 May 2022