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Youxian Dou on Muck Rack

Youxian Dou

As seen in: Frontiers
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Articles

Beyond AUC: a clinician’s guide to building and trusting prediction models in oncology—a narrative review

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By Xuexing Wang, Yufeng Wang, Kai Sun, Guozhong Zhou, Youxian Dou
| Frontiers
Abstract Background: Prediction models are central to advancing precision oncology, yet many fail to translate into clinical practice due to methodological flaws and inadequate validation. This review provides a practical, clinician-oriented guide to the statistical principles and advanced methods for developing, validating, and interpreting robust prediction models.
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