Discriminative Index: A Novel Indicator for Evaluating Machine Learning Algorithms in Laboratory Medicine

<b>Background</b>: Machine learning models are increasingly applied in clinical practice. However, conventional performance metrics such as sensitivity, specificity, and accuracy do not capture the structural characteristics of predictive probability distributions, limiting their utility for optimiz...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Hsin-Yao Wang, Wan-Ying Lin, Martin Spüler, Sven Brand, Jia-Ruei Yu, Markus Kostrzewa
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	MDPI AG 2026-05-01
سلاسل:	Diagnostics
الموضوعات:	machine learning clinical decision support gray zone predictive probability distribution distribution asymmetry D-index
الوصول للمادة أونلاين:	https://www.mdpi.com/2075-4418/16/11/1671
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!