On the role of the UMLS in supporting diagnosis generation proposed by Large Language Models

Author:

Afshar MajidORCID,Gao Yanjun,Gupta Deepak,Croxford EmmaORCID,Demner-Fushman Dina

Funder

National Institute on Drug Abuse

National Institutes of Health

U.S. National Library of Medicine

Publisher

Elsevier BV

Reference31 articles.

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2. C. Friedman, H. Liu, L. Shagina, S. Johnson, G. Hripcsak, Evaluating the UMLS as a source of lexical knowledge for medical language processing, in: Proc AMIA Symp, 2001, pp. 189–193.

3. A review of auditing techniques for the Unified Medical Language System;Zheng;J. Am. Med. Inform. Assoc.,2020

4. Broad-coverage biomedical relation extraction with SemRep;Kilicoglu;BMC Bioinformatics,2020

5. Large language models encode clinical knowledge;Singhal;Nature,2023

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