Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology


Clough J. R., ÖKSÜZ İ., Bryne N., Schnabel J. A., King A. P.

INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2019, Hong Kong, 2 - 07 June 2019 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1007/978-3-030-20351-1_2
  • City: Hong Kong
  • Keywords: Segmentation, Topology, Persistent homology, Cardiac MRI, Topological data analysis
  • Istanbul Technical University Affiliated: Yes