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]

Authors

Cagdas Ulas

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Giles Tetteh

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Michael J. Thrippleton

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Paul A. Armitage

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Stephen D. Makin

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Joanna M. Wardlaw

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Mike E. Davies

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Bjoern H. Menze

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