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

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

8 April 2018

Paul A. Armitage

Joanna M. Wardlaw

Mike E. Davies

Bjoern H. Menze

Papers citing "Direct Estimation of Pharmacokinetic Parameters from DCE-MRI using Deep CNN with Forward Physical Model Loss"

3 / 3 papers shown

Title
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging Kerstin Hammernik Thomas Kustner Burhaneddin Yaman Zhengnan Huang Daniel Rueckert Florian Knoll Mehmet Akçakaya PINN MedIm AI4CE 32 70 0 23 Mar 2022
AIFNet: Automatic Vascular Function Estimation for Perfusion Analysis Using Deep Learning Ezequiel de la Rosa Diana Sima Bjoern H. Menze Jan S. Kirschke D. Robben 30 13 0 04 Oct 2020
Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning A. Hess Raphael Meier Johannes Kaesmacher Simon Jung Fabien Scalzo D. Liebeskind Roland Wiest Richard McKinley MedIm 24 15 0 11 Jun 2018