Preoperative prediction model for 30 days biliary events after laparoscopic cholecystectomy

doi:10.4240/wjgs.v18.i7.121443

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World Journal of Gastrointestinal Surgery

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1948-9366

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

Retrospective Cohort Study

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 Gastrointest Surg. Jul 27, 2026; 18(7): 121443
Published online Jul 27, 2026. doi: 10.4240/wjgs.v18.i7.121443

Full Size Figure Download Figure

Figure 1 Coefficient paths across log(λ). The X-axis shows log(λ); the Y-axis shows standardized coefficients. The numbers at the top indicate the count of non-zero coefficients decreasing from 16 to 0. The two dashed lines indicate λ_min and λ_1se.

Citation: Chen ZP. Preoperative prediction model for 30 days biliary events after laparoscopic cholecystectomy. World J Gastrointest Surg 2026; 18(7): 121443
URL: https://www.wjgnet.com/1948-9366/full/v18/i7/121443.htm
DOI: https://dx.doi.org/10.4240/wjgs.v18.i7.121443

Chen ZP. Preoperative prediction model for 30 days biliary events after laparoscopic cholecystectomy. World J Gastrointest Surg 2026; 18(7): 121443 [DOI: 10.4240/wjgs.v18.i7.121443]

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