A transfer learning nomogram for predicting prostate cancer and benign conditions on MRI.

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作者： Junhao,Chen ^[1] ; Bao,Feng ^[2] ; Maoqing,Hu ^[2] ; Feidong,Huang ^[3] ; Yehang,Chen ^[2] ; Xilun,Ma ^[4] ; Wansheng,Long ^[3]

作者单位： Department of Medical Imaging Center, The First Affiliated Hospital of Jinan University, 613 West Huangpu Street, Tianhe District, Guangzhou, Guangdong Province, 510630, PR China. ^[1] Department of Radiology, Jiangmen Central Hospital, Jiangmen, Guangdong Province, 529000, PR China. ^[2] Laboratory of Artificial Intelligence of Biomedicine, Guilin University of Aerospace Technology, Guilin, Guangxi Province, 541004, PR China. ^[3] School of Electronic Engineering and Automation, Guilin University of Electronic Technology, Guilin, Guangxi Province, 541004, PR China. ^[4] Department of Radiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong Province, 515000, PR China. ^[5] Department of Medical Imaging Center, The First Affiliated Hospital of Jinan University, 613 West Huangpu Street, Tianhe District, Guangzhou, Guangdong Province, 510630, PR China. jmlws2@163.com. ^[6] Department of Radiology, Jiangmen Central Hospital, Jiangmen, Guangdong Province, 529000, PR China. jmlws2@163.com. ^[7] Department of Radiology, Jiangmen Central Hospital, 23#, North Road, Pengjiang Zone, Jiangmen, Guangdong Province, 529000, PR China. jmlws2@163.com. ^[8]

关键词 Deep learning Magnetic resonance imaging Prostatic cancer Transfer learning

主题词男(雄)性(Male);人类(Humans);前列腺肿瘤(Prostatic Neoplasms);磁共振成像(Magnetic Resonance Imaging);列线图(Nomograms);前列腺特异抗原(Prostate-Specific Antigen);回顾性研究(Retrospective Studies)

DOI 10.1186/s12880-023-01163-7

PMID 38036991

发布时间 2024-01-11

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准确一般字义偏差语意偏离译文作用小提交