Prostate cancer and prostatic diseases
Deep learning algorithm assisting diagnosis of prostate cancer extracapsular extension based on [18F]PSMA-1007 PET/CT and multiparametric MRI: A multicenter study.
Fei Yao, Dongqin Zhu, Heng Lin, Cunke Miao, Qi Lin, Tiancheng Li, Yuandi Zhuang, Shuying Bian, Yunjun Yang, Jie Lin, Kehua Pan
Published: 202510.1038/s41391-025-01063-7
Abstract
BACKGROUND: This study aimed to develop and validate deep learning (DL) models based on multiparametric MRI (mpMRI) and [18F]PSMA-1007 PET/CT to predict extracapsular extension (ECE) in prostate cancer (PCa), and to explore easy models integrating DL…
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