Search Results for author: Benjamin Marty

Found 2 papers, 2 papers with code

Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks

1 code implementation10 Aug 2020 Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Benjamin Marty, Mauricio Reyes

Here, we revisit NN-based MRF reconstruction to jointly learn the forward process from MR parameters to fingerprints and the backward process from fingerprints to MR parameters by leveraging invertible neural networks (INNs).

Magnetic Resonance Fingerprinting

Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting

1 code implementation9 Nov 2019 Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Pierre G. Carlier, Mauricio Reyes, Benjamin Marty

Here, we propose a convolutional neural network-based reconstruction, which enables both accurate and fast reconstruction of parametric maps, and is adaptable based on the needs of spatial regularization and the capacity for the reconstruction.

Magnetic Resonance Fingerprinting

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