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以校准为基础的指标,例如医疗AI中的实例级预测可靠性.

Federico Cabitza1

  • 1Department of Informatics, Systems and Communication, University of Milano-Bicocca, Viale Sarca 336, Milano, 20126, Italy; Digital Health & Wellbeing Center, Fondazione Bruno Kessler (FBK), Via Sommarive, 18, Povo, Trento, 38123, Italy.

Artificial intelligence in medicine
|February 8, 2026
PubMed
概括

新的指标,局部预测值 (LPV) 和可信预测值 (CPV),评估个人AI预测可靠性在医疗保健. 这些指标通过提供可解释的可靠性估计来增强对临床决策支持系统的信任.

关键词:
校准 校准 校准 校准 校准 校准置信区间的时间间隔.值得信赖的时间间隔.医疗 ML 是一个医学 ML.透明的人工智能

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