Development and Validation of a Deep Learning System for Segmentation of Abdominal Muscle and Fat on Computed Tomography.

Abstract

Authors

• Hyo Jung Park
  Department of Radiology and Research Institute of Radiology, Asan Image Metrics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
• Yongbin Shin
  School of Computer Science and Engineering, Soongsil University, Seoul, Korea.
• Jisuk Park
  Department of Radiology and Research Institute of Radiology, Asan Image Metrics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
• Hyosang Kim
  Department of Nephrology, Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
• In Seob Lee
  Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
• Dong Woo Seo
  Department of Emergency Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
• Jimi Huh
  Department of Radiology, Ajou University School of Medicine and Graduate School of Medicine, Ajou University Hospital, Suwon, Korea.
• Tae Young Lee
  Department of Radiology, Ulsan University Hospital, Ulsan, Korea.
• TaeYong Park
  School of Computer Science and Engineering, Soongsil University, Seoul, Korea.
• Jeongjin Lee
  School of Computer Science and Engineering, Soongsil University, Seoul, Korea.
• Kyung Won Kim
  Department of Pediatrics, Severance Children's Hospital, Institute of Allergy, Institute for Immunology and Immunological Diseases, Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea. kwkim@yuhs.ac.

Keywords

External Resources