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Updated: Jun 25, 2025

Guidelines and Experience Using Imaging Biomarker Explorer IBEX for Radiomics
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在交叉验证之前应用过量采样将导致放射学学中的高偏差

Aydin Demircioğlu1

  • 1Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany. aydin.demircioglu@uk-essen.de.

Scientific reports
|May 21, 2024
PubMed
概括

在交叉验证之前对放射性数据进行过量抽样的不正确应用会导致模型性能和校准的显著偏差. 再抽样方法只应应用于训练数据,以确保准确的结果.

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