Association of prealbumin with risk of abdominal surgery and endoscopic recurrence in Crohn’s disease: A machine learning study

doi:10.3748/wjg.119629

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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

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Copyright: ©Author(s) 2026. 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. Sep 28, 2026; 32(36): 119629
Published online Sep 28, 2026. doi: 10.3748/wjg.119629

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Figure 1 Flowchart for patient selection and data analysis. CD: Crohn’s disease; ROC: Receiver operating characteristic; GBM: Gradient boosting machine; RSF: Random survival forest; SVM: Support vector machine; AUC: Area under the receiver operating characteristic curve; SHAP: SHapley Additive exPlanations; PLSR-Cox: Partial least squares regression for Cox models.

Citation: Xie KL, Long G, Yuan LW, Zhang D. Association of prealbumin with risk of abdominal surgery and endoscopic recurrence in Crohn’s disease: A machine learning study. World J Gastroenterol 2026; 32(36): 119629
URL: https://www.wjgnet.com/1007-9327/full/v32/i36/119629.htm
DOI: https://dx.doi.org/10.3748/wjg.119629

Xie KL, Long G, Yuan LW, Zhang D. Association of prealbumin with risk of abdominal surgery and endoscopic recurrence in Crohn’s disease: A machine learning study. World J Gastroenterol 2026; 32(36): 119629 [DOI: 10.3748/wjg.119629]

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