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本文引用的文献

1
Guiding questions to avoid data leakage in biological machine learning applications.指导问题以避免生物机器学习应用中的数据泄露。
Nat Methods. 2024 Aug;21(8):1444-1453. doi: 10.1038/s41592-024-02362-y. Epub 2024 Aug 9.
2
Effect of Present at Time of Surgery on Unadjusted and Risk-Adjusted Postoperative Complication Rate.手术时在场对未调整和风险调整术后并发症发生率的影响。
J Am Coll Surg. 2023 Jan 1;236(1):7-15. doi: 10.1097/XCS.0000000000000422. Epub 2022 Dec 15.
3
Development and Validation of Machine Learning Models to Predict Readmission After Colorectal Surgery.机器学习模型在预测结直肠手术后再入院中的开发和验证。
J Gastrointest Surg. 2022 Nov;26(11):2342-2350. doi: 10.1007/s11605-022-05443-5. Epub 2022 Sep 7.

Data leakage of the National Surgical Quality Improvement Program present at time of surgery variables.

作者信息

Zander Tyler, Kendall Melissa A, Wolansky Rachel L, Parikh Rajavi, Sujka Joseph, Kuo Paul C

机构信息

Department of Surgery, University of South Florida Morsani College of Medicine, Tampa, FL, United States; Department of Surgery, Moffitt Cancer Center, Tampa, FL, United States.

Department of Surgery, University of South Florida Morsani College of Medicine, Tampa, FL, United States; Department of Surgery, Moffitt Cancer Center, Tampa, FL, United States.

出版信息

J Gastrointest Surg. 2025 Mar;29(3):101965. doi: 10.1016/j.gassur.2025.101965. Epub 2025 Jan 14.

DOI:10.1016/j.gassur.2025.101965
PMID:39818352
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11825264/
Abstract
摘要