Interpretable multiparametric MRI radiomics-based machine learning model for preoperative differentiation between benign and malignant prostate masses: a diagnostic, multicenter study

ObjectiveThe study aimed to develop and externally validate multiparametric MRI (mpMRI) radiomics-based interpretable machine learning (ML) model for preoperative differentiating between benign and malignant prostate masses.MethodsPatients who underwent mpMRI with suspected malignant prostate masses...

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Hauptverfasser:	Wenjun Zhou, Zhangcheng Liu, Jindong Zhang, Shuai Su, Yu Luo, Lincen Jiang, Kun Han, Guohua Huang, Jue Wang, Jianhua Lan, Delin Wang
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Frontiers Media S.A. 2025-05-01
Schriftenreihe:	Frontiers in Oncology
Schlagworte:	malignant prostate mass multiparametric magnetic resonance imaging radiomics machine learning interpretation
Online-Zugang:	https://www.frontiersin.org/articles/10.3389/fonc.2025.1541618/full
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