AI-predicted mpMRI image features for the prediction of clinically significant prostate cancer.

Song Li,Ke-Xin Wang,Jia-Lei Li,Yi He,Xiao-Ying Wang,Wen-Rui Tang,Wen-Hua Xie,Wei Zhu,Peng-Sheng Wu,Xiang-Peng Wang

International urology and nephrology（2023）

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摘要

The aggressiveness of prostate cancer can be effectively predicted using AI-extracted image features from mpMRI images, similar to biopsy pathology. The prediction accuracy was improved by combining the AI-extracted mpMRI image features with biopsy pathology, surpassing the performance of biopsy pathology alone.

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关键词

Gleason score, Prostate cancer, Multiparametric magnetic resonance imaging, Deep learning, International Society of Urological Pathology grade group

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