Cheng Peng, Ph.D.

Automatic Summarization of Doctor-Patient Encounter Dialogues Using Large Language Model through Prompt Tuning.

Enhancing Cross-Domain Generalizability in Social Determinants of Health Extraction with Prompt-Tuning Large Language Models.

Identifying Opioid Overdose and Opioid Use Disorder and Related Information from Clinical Narratives Using Large Language Models.

Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need.

Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias.

Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction.

A study of generative large language model for medical research and healthcare.

Clinical concept and relation extraction using prompt-based machine reading comprehension.