From clinical trials to clinical practice: how should we design and evaluate prediction models in the care of IBD?
作者信息
Stidham Ryan William, Vickers Andrew, Singh Karandeep, Waljee Akbar K
机构信息
Division of Gastroenterology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA.
Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan, USA.
出版信息
Gut. 2022 Jun;71(6):1046-1047. doi: 10.1136/gutjnl-2021-324712. Epub 2021 Oct 22.
Abstract
摘要
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Presenting machine learning model information to clinical end users with model facts labels.通过模型事实标签向临床终端用户展示机器学习模型信息。
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Three myths about risk thresholds for prediction models.关于预测模型风险阈值的三个误区。
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Clin Gastroenterol Hepatol. 2019 Dec;17(13):2634-2643. doi: 10.1016/j.cgh.2019.04.040. Epub 2019 Apr 19.
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