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Prediction model for postoperative complications in gastrointestinal surgery based on preoperative and intraoperative factors using machine learning: a retrospective, single-center study

Crossref DOI link: https://doi.org/10.1007/s00595-025-03110-1

Published Online: 2025-08-18

Published Print: 2026-01

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ashitomi, Yuya

Takahashi, Ryosuke

Okazaki, Shinji

Sugawara, Shuichiro

Kamio, Yukinori

Musha, Hiroaki

Motoi, Fuyuhiko
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Text and Data Mining valid from 2025-08-18

Version of Record valid from 2025-08-18
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Article History

Received: 10 April 2025

Accepted: 29 May 2025

First Online: 18 August 2025

Declarations

:

: The authors declare that they have no conflict of interests.

: This study was approved by the Ethics Committee of Yamagata University Faculty of Medicine (Yamagata, Japan; approval number: 2020–403). The requirement for informed consent was waived with the approval of the Ethics Committee of Yamagata University Faculty of Medicine. An information disclosure statement was uploaded to the homepage of our institution’s website with the option to opt-out.

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