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Zero-shot Learning with Minimum Instruction to Extract Social
  Determinants and Family History from Clinical Notes using GPT Model

Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model

11 September 2023
Neel Jitesh Bhate
Ansh Mittal
Zhe He
Xiao Luo
ArXivPDFHTML

Papers citing "Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model"

9 / 9 papers shown
Title
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions
Doaa Mahmud
Hadeel Hajmohamed
Shamma Almentheri
Shamma Alqaydi
Lameya Aldhaheri
R. A. Khalil
Nasir Saeed
AI4TS
38
5
0
08 Jan 2025
Assessing Personalized AI Mentoring with Large Language Models in the
  Computing Field
Assessing Personalized AI Mentoring with Large Language Models in the Computing Field
Xiao Luo
Sean O'Connell
Shamima Mithun
66
0
0
11 Dec 2024
SDoH-GPT: Using Large Language Models to Extract Social Determinants of
  Health (SDoH)
SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH)
Bernardo Consoli
Xizhi Wu
Song Wang
Xinyu Zhao
Yanshan Wang
...
Huanmei Wu
Yifan Peng
Qi Long
Tianlong Chen
Ying Ding
VLM
LM&MA
23
0
0
24 Jul 2024
Large Language Models in Biomedical and Health Informatics: A
  Bibliometric Review
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
32
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
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
35
4
0
18 Mar 2024
Evaluation of GPT-3.5 and GPT-4 for supporting real-world information
  needs in healthcare delivery
Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery
Debadutta Dash
Rahul Thapa
Juan M. Banda
Akshay Swaminathan
Morgan Cheatham
...
Garret K. Morris
H. Magon
M. Lungren
Eric Horvitz
N. Shah
ELM
LM&MA
AI4MH
68
50
0
26 Apr 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to
  GPT-5 All You Need?
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need?
Chaoning Zhang
Chenshuang Zhang
Sheng Zheng
Yu Qiao
Chenghao Li
...
Lik-Hang Lee
Yang Yang
Heng Tao Shen
In So Kweon
Choong Seon Hong
75
157
0
21 Mar 2023
Medical Image Captioning via Generative Pretrained Transformers
Medical Image Captioning via Generative Pretrained Transformers
Alexander Selivanov
Oleg Y. Rogov
Daniil Chesakov
Artem Shelmanov
Irina Fedulova
Dmitry V. Dylov
MedIm
49
54
0
28 Sep 2022
Large Language Models are Few-Shot Clinical Information Extractors
Large Language Models are Few-Shot Clinical Information Extractors
Monica Agrawal
S. Hegselmann
Hunter Lang
Yoon Kim
David Sontag
BDL
LM&MA
156
332
0
25 May 2022
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