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Cancer Prognosis Models and Machine Learning (142) Clinical Information and Decision Making (3863) Decision Support for Health Professionals (2319) Innovations and Technology in Cancer Care (705) Machine Learning (3314)

Published on in Vol 12 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/101162, first published .
Doctor in blue scrubs using a medical tablet in a hospital hallway

Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer Using Routinely Collected Clinical Data: Multicenter Retrospective Machine Learning Model Development and External Validation Study

Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer Using Routinely Collected Clinical Data: Multicenter Retrospective Machine Learning Model Development and External Validation Study

Authors of this article:

Gehui Xu1 Author Orcid Image ;   Xiaohe Sun1 Author Orcid Image ;   Jiaxin Jiang1 Author Orcid Image ;   Jin Sun1 Author Orcid Image ;   Liu Li1 Author Orcid Image ;   Haibo Cheng1 Author Orcid Image ;   Yuekun Zhu2 Author Orcid Image ;   Haiyi Liu3 Author Orcid Image
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