Clinico-radiological characteristic-based machine learning in reducing unnecessary prostate biopsies of PI-RADS 3 lesions with dual validation.

Abstract

Authors

• Yansheng Kan
  Department of Urology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Institute of Urology, Nanjing University, No. 321 Zhongshan Rd, Nanjing, 210008, Jiangsu Province, China.
• Qing Zhang
  Department of Respiratory Medicine, Affiliated Zhongshan Hospital of Dalian University, Dalian, China.
• Jiange Hao
  Department of Urology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Institute of Urology, Nanjing University, No. 321 Zhongshan Rd, Nanjing, 210008, Jiangsu Province, China.
• Wei Wang
  State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau 999078, China.
• Junlong Zhuang
  Department of Urology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Institute of Urology, Nanjing University, No. 321 Zhongshan Rd, Nanjing, 210008, Jiangsu Province, China.
• Jie Gao
  Department of Nephrology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.
• Haifeng Huang
  Department of Physical Education, South China Agricultural University, Guangzhou, China.
• Jing Liang
  College of Management Science, Chengdu University of Technology, Chengdu, China.
• Giancarlo Marra
  Department of Urology, San Giovanni Battista Hospital, Città della Salute e della Scienza, University of Turin, Turin, Italy.
• Giorgio Calleris
  Department of Urology, Molinette Hospital, Città della Salute e della Scienza, University of Turin, Turin, Italy.
• Marco Oderda
  Department of Urology, Molinette Hospital, Città della Salute e della Scienza, University of Turin, Turin, Italy.
• Xiaozhi Zhao
  Department of Urology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Institute of Urology, Nanjing University, No. 321 Zhongshan Rd, Nanjing, 210008, Jiangsu Province, China. zhaoxz@nju.edu.cn.
• Paolo Gontero
  Department of Urology, Molinette Hospital, University of Torino School of Medicine, Turin, Italy.
• Hongqian Guo
  Department of Urology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Institute of Urology, Nanjing University, No. 321 Zhongshan Rd, Nanjing, 210008, Jiangsu Province, China. dr.ghq@nju.edu.cn.

Keywords

External Resources