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LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction
19 March 2024
Hejie Cui
Zhuocheng Shen
Jieyu Zhang
Hui Shao
Lianhui Qin
Joyce C. Ho
Carl Yang
LM&MA
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Papers citing
"LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction"
7 / 7 papers shown
Title
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
Pengcheng Jiang
Cao Xiao
Minhao Jiang
Parminder Bhatia
Taha A. Kass-Hout
Jimeng Sun
Jiawei Han
RALM
AI4MH
29
4
0
06 Oct 2024
Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study
Niklas Mannhardt
Elizabeth Bondi-Kelly
Barbara D. Lam
Chloe P. O'Connell
M. Asiedu
...
Tatiana Urman
I. Riaz
Catherine E. Ricciardi
Marzyeh Ghassemi
David Sontag
LM&MA
17
4
0
17 Jan 2024
A Study of Generative Large Language Model for Medical Research and Healthcare
C.A.I. Peng
Xi Yang
Aokun Chen
Kaleb E. Smith
Nima M. Pournejatian
...
W. Hogan
E. Shenkman
Yi Guo
Jiang Bian
Yonghui Wu
LM&MA
ELM
AI4MH
134
121
0
22 May 2023
Large Language Models are Few-Shot Clinical Information Extractors
Monica Agrawal
S. Hegselmann
Hunter Lang
Yoon Kim
David Sontag
BDL
LM&MA
143
327
0
25 May 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
313
8,261
0
28 Jan 2022
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale
Isotta Landi
B. Glicksberg
Hao-Chih Lee
S. Cherng
Giulia Landi
M. Danieletto
J. Dudley
Cesare Furlanello
Riccardo Miotto
21
145
0
14 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
Timo Schick
Hinrich Schütze
248
1,382
0
21 Jan 2020
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