Dynamic Multi-Image Weighting for Automated Detection and Diagnosis of Abnormal Urinary Tract on Voiding Cystourethrography with a Deep Learning System: A Retrospective, Large-Scale, Multicenter Study
1Department of Urology, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China.
2Department of Urology, Shanghai Punan Hospital of Pudong New District, Punan Branch of Renji Hospital, Shanghai 200000, China.
3Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
4Department of Electronic Engineering, Tsinghua University, Beijing, China.
5Department of Radiology, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China.
6Department of Urology, Wuxi Children’s Hospital, Wuxi, China.
7Department of Urology, The Sixth Affiliated Hospital of Harbin Medical University, Harbin, China.
8Department of Urology, Guangdong Women and Children Hospital, Guangzhou, China.
9Department of Urology, Jiangxi Provincial Children’s Hospital, Nanchang, China.
10Department of Radiology, Children′s Hospital of Fudan University, Shanghai 201102, China.
11Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
12Department of Urology, Children′s Hospital of Fudan University, Shanghai 201102, China.
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