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Intralesional and perilesional radiomics strategy based on different machine learning for the prediction of international society of urological pathology grade group in prostate cancer.

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第一作者： Zhiping,Li

第一单位： Department of Radiology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China.

作者： Zhiping,Li ^[1] ; Liqin,Yang ^[1] ; Ximing,Wang ^[2] ; Huijing,Xu ^[1] ; Wen,Chen ^[1] ; Shuchao,Kang ^[1] ; Yasheng,Huang ^[3] ; Chang,Shu ^[4] ; Feng,Cui ^[1] ; Yongsheng,Zhang ^[5]

作者单位： Department of Radiology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China. ^[1] Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China. ^[2] Department of Urology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China. ^[3] Department of Pathology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China. ^[4] Department of Radiology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China. zhysh0712@163.com. ^[5]

关键词 International society of urological pathology grading Machine learning Magnetic resonance imaging Perilesional radiomics Prostate cancer