Machine learning discrimination of Gleason scores below GG3 and above GG4 for HSPC patients diagnosis.

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第一作者： Bingyu,Zhu

第一单位： Department of Urology I, The Third Affiliated Hospital of Kunming Medical University (Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, Cancer Center of Yunnan Province), 519 Kunzhou Road, Kunming, 650199, Yunnan, China.

作者： Bingyu,Zhu ^[1] ; Longguo,Dai ^[1] ; Huijian,Wang ^[1] ; Kun,Zhang ^[1] ; Chongjian,Zhang ^[1] ; Yang,Wang ^[1] ; Feiyu,Yin ^[1] ; Ji,Li ^[1] ; Enfa,Ning ^[1] ; Qilin,Wang ^[1] ; Libo,Yang ^[1] ; Hong,Yang ^[1] ; Ruiqian,Li ^[1] ; Jun,Li ^[1] ; Chen,Hu ^[1] ; Hongyi,Wu ^[1] ; Haiyang,Jiang ^[2] ; Yu,Bai ^[3]

作者单位： Department of Urology I, The Third Affiliated Hospital of Kunming Medical University (Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, Cancer Center of Yunnan Province), 519 Kunzhou Road, Kunming, 650199, Yunnan, China. ^[1] Department of Urology I, The Third Affiliated Hospital of Kunming Medical University (Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, Cancer Center of Yunnan Province), 519 Kunzhou Road, Kunming, 650199, Yunnan, China. Jc1848726@163.com. ^[2] Department of Urology I, The Third Affiliated Hospital of Kunming Medical University (Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, Cancer Center of Yunnan Province), 519 Kunzhou Road, Kunming, 650199, Yunnan, China. baiyu@kmmu.edu.cn. ^[3]

关键词 Diagnostic model Gleason score Machine learning

主题词人类(Humans);男(雄)性(Male);前列腺肿瘤(Prostatic Neoplasms);回顾性研究(Retrospective Studies);中年人(Middle Aged);老年人(Aged);ROC曲线(ROC Curve)

DOI 10.1038/s41598-024-77033-1

PMID 39465343

发布时间 2024-10-30

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