Prompt engineering paradigms for medical applications: scoping review
and recommendations for better practices

Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices

2 May 2024

Mina Bjelogrlic

Aurélie Névéol

Christian Lovis

Papers citing "Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices"

10 / 10 papers shown

Title
Clinical trial cohort selection using Large Language Models on n2c2 Challenges Chi-en Amy Tai Xavier Tannier LM&MA 64 0 0 19 Jan 2025
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao VLM 100 0 0 21 Nov 2024
Prompting Large Language Models for Supporting the Differential Diagnosis of Anemia Elisa Castagnari Lillian Muyama Adrien Coulet LM&MA 16 0 0 20 Sep 2024
Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation Diego Mollá Aliod LM&MA 29 1 0 09 Nov 2023
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction C.A.I. Peng Xi Yang Kaleb E. Smith Zehao Yu Aokun Chen Jiang Bian Yonghui Wu VLM LRM 23 28 0 10 Oct 2023
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Shubo Tian Qiao Jin Lana Yeganova Po-Ting Lai Qingqing Zhu ... Donald C. Comeau R. Islamaj Aadit Kapoor Xin Gao Zhiyong Lu LM&MA MedIm AI4MH 95 207 0 15 Jun 2023
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing Jason Alan Fries Leon Weber Natasha Seelam Gabriel Altay Debajyoti Datta ... Minh Chien Vu Trishala Neeraj Jonas Golde Albert Villanova del Moral Benjamin Beilharz LM&MA 93 45 0 30 Jun 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
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021