Does Machine Learning Prediction of Magnetic Resonance Imaging Prostate Imaging Reporting and Data System Correlate with Target Prostate Biopsy Results?

• Published in: Medical principles and practice pp. 1 - 9
• Main Authors: Arafa, Mostafa A, Farhat, Karim H, Lotfy, Nesma, Khan, Farrukh K, Mokhtar, Alaa, Althunayan, Abdulaziz M, Al-Taweel, Waleed, Al-Khateeb, Sultan S, Azhari, Sami, Rabah, Danny M
• Format: Journal Article
• Language: English
• Published: Switzerland S. Karger AG 26.05.2025
• Subjects: Machine learning prediction; Biopsy outcomes; Prostate cancer; Prostate Imaging Reporting and Data System

This study aimed to predict and classify magnetic resonance imaging (MRI) Prostate Imaging Reporting and Data System (PI-RADS) scores using different machine learning algorithms and to detect the concordance of PI-RADS scoring with the outcome target of prostate biopsy. Machine learning (ML) algorit...