Robust performance of deep learning for automatic detection and segmentation of brain metastases using three-dimensional black-blood and three-dimensional gradient echo imaging.

Abstract

Authors

• Yae Won Park
  Department of Radiology, Ewha Womans University College of Medicine, Seoul, Korea.
• Yohan Jun
  School of Electrical and Electronic Engineering, Yonsei University, Seoul, Korea.
• Yangho Lee
  Department of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea.
• Kyunghwa Han
  From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, South Korea (S.H.P.); and Department of Radiology, Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, South Korea (K.H.).
• Chansik An
  Research Institute, National Health Insurance Service Ilsan Hospital, Goyang, Korea.
• Sung Soo Ahn
  Department of Radiology, Severance Hospital, Research Institute of Radiological Science and Center for Clinical Image Data Science, Yonsei University College of Medicine, Seoul, Korea. sungsoo@yuhs.ac.
• Dosik Hwang
  School of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea. dosik.hwang@yonsei.ac.kr.
• Seung-Koo Lee
  Department of Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, South Korea.

Keywords

External Resources