Prompt-based Extraction of Social Determinants of Health Using Few-shot
Learning

Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning

12 June 2023

Giridhar Kaushik Ramachandran

Nicholas J. Dobbins

Meliha Yetisgen

Papers citing "Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning"

9 / 9 papers shown

Title
CACER: Clinical Concept Annotations for Cancer Events and Relations Yujuan Fu Giridhar Kaushik Ramachandran Ahmad Halwani Bridget T. McInnes Fei Xia K. Lybarger Meliha Yetisgen Özlem Uzuner 40 1 0 05 Sep 2024
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review Huizi Yu Lizhou Fan Lingyao Li Jiayan Zhou Zihui Ma ... Sijia He Mingyu Jin Yongfeng Zhang Ashvin Gandhi Xin Ma LM&MA 40 11 0 24 Mar 2024
Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach Maria Mahbub Gregory M Dams Sudarshan Srinivasan Caitlin Rizy Ioana Danciu Jodie Trafton Kathryn Knight 43 4 0 18 Mar 2024
Adaptation of Biomedical and Clinical Pretrained Models to French Long Documents: A Comparative Study Adrien Bazoge Emmanuel Morin B. Daille P. Gourraud 27 2 0 26 Feb 2024
Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model Neel Jitesh Bhate Ansh Mittal Zhe He Xiao Luo 32 12 0 11 Sep 2023
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 23 113 0 11 Aug 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 384 12,081 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 447 8,699 0 28 Jan 2022
Span-based Joint Entity and Relation Extraction with Transformer Pre-training Markus Eberts A. Ulges LRM ViT 164 381 0 17 Sep 2019