Automatic Screening of Pediatric Renal Ultrasound Abnormalities: Deep Learning and Transfer Learning Approach

Ming-Chin Tsai   ¹ , MD ;   Henry Horng-Shing Lu   ² , PhD ;   Yueh-Chuan Chang   ³ , MSc ;   Yung-Chieh Huang   ^{1, 4} , MD ;   Lin-Shien Fu   ^{1, 4, 5} , MD

¹ Department of Pediatrics, Taichung Veterans General Hospital, Taichung, Taiwan

² Institute of Statistics, National Yang Ming Chiao Tung University, Hsing-chu, Taiwan

³ Institute of Electrical & Control Engineering, National Yang Ming Chiao Tung University, Hsing-chu, Taiwan

⁴ Department of Pediatrics, National Yang Ming Chiao Tung University, Taipei, Taiwan

⁵ Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan