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This paper is in the following e-collection/theme issue:

Secondary Use of Clinical Data for Research and Surveillance (641) Clinical Information and Decision Making (3775) Information Retrieval (489) Cancer Prognosis Models and Machine Learning (140) Generative Language Models Including ChatGPT (1556) AI Language Models in Health Care (760)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/78519, first published .
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Knowledge-Guided Explainable Recommendation Tool for Cancer Risk Prediction Models Using Retrieval-Augmented Large Language Models: Development and Validation Study

Knowledge-Guided Explainable Recommendation Tool for Cancer Risk Prediction Models Using Retrieval-Augmented Large Language Models: Development and Validation Study

Authors of this article:

Shumin Ren1, 2 Author Orcid Image ;   Xin Zheng1 Author Orcid Image ;   Jing Zhao1 Author Orcid Image ;   Jiale Du1 Author Orcid Image ;   Yuxin Zhang1 Author Orcid Image ;   Cheng Bi1 Author Orcid Image ;   Jie Song1 Author Orcid Image ;   Jinyi Zhang2 Author Orcid Image ;   Hongmei Lang2 Author Orcid Image ;   Fan Zhang3 Author Orcid Image ;   Bairong Shen1 Author Orcid Image
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Journals

  1. Wu C, Xie L, Zhou S, Hu Y, Li X, Huang Z, Yang D, Mou X. Machine learning-based risk prediction model for postoperative abdominal distension after spinal surgery under general anesthesia. Frontiers in Medicine 2026;13 View