BMC medical imaging
Adaptive ensemble learning for prostate cancer classification on multi-modal MRI: reducing unnecessary biopsies.
Samet Aymaz, Nur Kara Oğuz, Şeyma Aymaz, Hasan Rıza Aydın, Ali Ertan Okatan, Maksude Esra Kadıoğlu, Eser Bulut
Published: 202610.1186/s12880-026-02157-x
Abstract
PURPOSE: This study aimed to develop and evaluate an adaptive weighted ensemble learning model using multiple CNN feature extractors for multi-modal MRI classification of PI-RADS 3-5 prostate lesions. The primary goal was to reduce unnecessary invasi…
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