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 6 SHapley Additive exPlanations beeswarm plots. A: The relative contributions of individual features to the overall prediction of abdominal surgery gradient boosting machine model; B: Postoperative endoscopic recurrence (random survival forest model). Fg: Fibrinogen; PA: Prealbumin; CDAI: Crohn’s Disease Activity Index; LMR: Lymphocyte-to-monocyte ratio; CRP: C-reactive protein; ALB: Albumin; SHAP: SHapley Additive exPlanations.

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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