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"

6 / 6 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 Saeed Abdullah 46 3 0 16 Apr 2025
Large Language Models to Identify Social Determinants of Health in Electronic Health Records Marco Guevara Shan Chen S. Thomas T. Chaunzwa I. Franco ... Susan M. Harper Hugo J. W. L. Aerts G. Savova Raymond H. Mak Danielle S. Bitterman LM&MA 31 114 0 11 Aug 2023
Evaluation of ChatGPT Family of Models for Biomedical Reasoning and Classification Shan Chen Yingya Li Sheng Lu Hoang Van Hugo J. W. L. Aerts G. Savova Danielle S. Bitterman LM&MA AI4MH ELM 33 47 0 05 Apr 2023
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 39 12 0 24 Mar 2023
Do We Still Need Clinical Language Models? Eric P. Lehman Evan Hernandez Diwakar Mahajan Jonas Wulff Micah J. Smith Zachary M. Ziegler Daniel Nadler Peter Szolovits Alistair E. W. Johnson Emily Alsentzer LM&MA AI4MH 40 137 0 16 Feb 2023
A Survey of Deep Active Learning Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 68 1,129 0 30 Aug 2020