Direct Estimation of Pharmacokinetic Parameters from DCE-MRI Using Deep CNN with Forward Physical Model Loss

Cagdas Ulas, Giles Tetteh, Michael J. Thrippleton, Paul A. Armitage, Stephen D. Makin, Joanna M. Wardlaw, Mike E. Davies, Bjoern H. Menze. Direct Estimation of Pharmacokinetic Parameters from DCE-MRI Using Deep CNN with Forward Physical Model Loss. In Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I. Volume 11070 of Lecture Notes in Computer Science, pages 39-47, Springer, 2018. [doi]

@inproceedings{UlasTTAMWDM18,
  title = {Direct Estimation of Pharmacokinetic Parameters from DCE-MRI Using Deep CNN with Forward Physical Model Loss},
  author = {Cagdas Ulas and Giles Tetteh and Michael J. Thrippleton and Paul A. Armitage and Stephen D. Makin and Joanna M. Wardlaw and Mike E. Davies and Bjoern H. Menze},
  year = {2018},
  doi = {10.1007/978-3-030-00928-1_5},
  url = {https://doi.org/10.1007/978-3-030-00928-1_5},
  researchr = {https://researchr.org/publication/UlasTTAMWDM18},
  cites = {0},
  citedby = {0},
  pages = {39-47},
  booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I},
  editor = {Alejandro F. Frangi and Julia A. Schnabel and Christos Davatzikos and Carlos Alberola-López and Gabor Fichtinger},
  volume = {11070},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-00928-1},
}