This paper is in the following e-collection/theme issue:

Natural Language Processing (692) Clinical Information and Decision Making (1407) Clinical Informatics (1022) Machine Learning (1465) Ontologies, Classifications, and Coding (239) Artificial Intelligence (1371) Tools, Programs and Algorithms (266) Natural Language Processing (23) Chatbots and Conversational Agents (531) Generative Language Models Including ChatGPT (311)

Published on in Vol 12 (2024)

This is a member publication of University of Pittsburgh

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55318, first published .
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study

Authors of this article:

Sonish Sivarajkumar1 Author Orcid Image ;   Mark Kelley2 Author Orcid Image ;   Alyssa Samolyk-Mazzanti2 Author Orcid Image ;   Shyam Visweswaran1, 3 Author Orcid Image ;   Yanshan Wang1, 2, 3 Author Orcid Image
Article Authors Cited by (14) Tweetations (4) Metrics

Sonish Sivarajkumar   1 , BS ;   Mark Kelley   2 , MS ;   Alyssa Samolyk-Mazzanti   2 , MS ;   Shyam Visweswaran   1, 3 , MD, PhD ;   Yanshan Wang   1, 2, 3 , PhD

1 Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, United States

2 Department of Health Information Management, University of Pittsburgh, Pittsburgh, PA, United States

3 Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, United States

Corresponding Author:

  • Yanshan Wang, PhD
  • Department of Health Information Management
  • University of Pittsburgh
  • 6026 Forbes Tower
  • Pittsburgh, PA, 15260
  • United States
  • Phone: 1 4123832712
  • Email: yanshan.wang@pitt.edu