World journal of urologyHumansNephrolithotomyPercutaneousRetrospective StudiesMale
From conventional scores to explainable AI: a six-method comparative framework for failure prediction in percutaneous nephrolithotomy.
Ferhat Çoban, Hüseyin Kutlu, Bedreddin Kalyenci, Hasan Sulhan, Ali Çift
Published: 202510.1007/s00345-025-06064-8
Abstract
OBJECTIVE: Percutaneous nephrolithotomy is the gold standard for treating large kidney stones. However, traditional scoring systems and logistic regression-based models have limited predictive power due to their reliance on linear assumptions. This s…
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