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Large Language Models with Retrieval-Augmented Generation for Zero-Shot
  Disease Phenotyping

Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping

11 December 2023
Will Thompson
D. Vidmar
Jessica K. De Freitas
John M. Pfeifer
Brandon K. Fornwalt
Ruijun Chen
Gabriel Altay
Kabir Manghnani
Andrew C. Nelsen
Kellie Morland
Martin C. Stumpe
Riccardo Miotto
    LM&MA
ArXivPDFHTML

Papers citing "Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping"

6 / 6 papers shown
Title
LLMs in Disease Diagnosis: A Comparative Study of DeepSeek-R1 and O3 Mini Across Chronic Health Conditions
Gaurav Kumar Gupta
Pranal Pande
65
0
0
13 Mar 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
Zhe Chen
Yusheng Liao
Shuyang Jiang
Pingjie Wang
Yu Guo
Yucheng Wang
Yu Wang
41
3
0
05 Jan 2025
High-Throughput Phenotyping of Clinical Text Using Large Language Models
High-Throughput Phenotyping of Clinical Text Using Large Language Models
D. B. Hier
S. I. Munzir
Anne Stahlfeld
Tayo Obafemi-Ajayi
M. Carrithers
LM&MA
53
1
0
02 Aug 2024
High Throughput Phenotyping of Physician Notes with Large Language and
  Hybrid NLP Models
High Throughput Phenotyping of Physician Notes with Large Language and Hybrid NLP Models
S. I. Munzir
D. B. Hier
M. Carrithers
LM&MA
35
3
0
09 Mar 2024
Large Language Models Leverage External Knowledge to Extend Clinical
  Insight Beyond Language Boundaries
Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries
Jiageng Wu
X. Wu
Zhaopeng Qiu
Minghui Li
Yingying Zhang
Yefeng Zheng
Changzheng Yuan
Jie Yang
LM&MA
ELM
AI4MH
26
16
0
17 May 2023
Large Language Models are Zero-Shot Reasoners
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
328
4,139
0
24 May 2022
1