Large language models with supervised fine-tuning for inflammatory bowel disease diagnosis and prognosis

doi:10.3748/wjg.123087

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World Journal of Gastroenterology

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1007-9327

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Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA

Observational Study

Copyright: ©Author(s) 2027. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial (CC BY-NC 4.0) license. No commercial re-use. See permissions. Published by Baishideng Publishing Group Inc.

World J Gastroenterol. Jan 7, 2027; 33(1): 123087
Published online Jan 7, 2027. doi: 10.3748/wjg.123087

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Figure 6 Evaluated and averaged across three consultant-level gastroenterologists. A: Rating in five domains; B: Total scores (defined as the sum of domain-specific scores); C: Evaluated and averaged across three consultant-level gastroenterologists. LLM: Large language model; SFT: Supervised fine-tuning.

Citation: Zhou SM, Zhang MJ, Zhang SL, Chen T, Wei ZJ, Dong HB, Cui Q, Li M, Wang D, Wang HC, Guan YR, Yang HH, Jiangtulu B, Cui B, Xu Q, Zhao Y, Jiang X. Large language models with supervised fine-tuning for inflammatory bowel disease diagnosis and prognosis. World J Gastroenterol 2027; 33(1): 123087
URL: https://www.wjgnet.com/1007-9327/full/v33/i1/123087.htm
DOI: https://dx.doi.org/10.3748/wjg.123087

Zhou SM, Zhang MJ, Zhang SL, Chen T, Wei ZJ, Dong HB, Cui Q, Li M, Wang D, Wang HC, Guan YR, Yang HH, Jiangtulu B, Cui B, Xu Q, Zhao Y, Jiang X. Large language models with supervised fine-tuning for inflammatory bowel disease diagnosis and prognosis. World J Gastroenterol 2027; 33(1): 123087 [DOI: 10.3748/wjg.123087]

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