Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal
Convolutional Neural Networks

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Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks

17 July 2018

Shivaprasad Chikop

Olivier Scheidegger

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Papers citing "Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks"

12 / 12 papers shown

Title
Cramér-Rao bound-informed training of neural networks for quantitative MRI Xiaoxia Zhang Quentin Duchemin Kangning Liu Sebastian Flassbeck Cem Gultekin C. Fernandez‐Granda Jakob Assländer 95 21 0 22 Sep 2021
Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few In Vivo Data Dicheng Chen Wanqi Hu Huiting Liu Yirong Zhou Tianyu Qiu ... Xi Chen Gen Yan D. Guo Jianzhong Lin X. Qu 63 13 0 26 Jan 2021
An off-the-grid approach to multi-compartment magnetic resonance fingerprinting Mohammad Golbabaee C. Poon 54 4 0 23 Nov 2020
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis Alain Jungo Olivier Scheidegger Mauricio Reyes F. Balsiger 55 39 0 07 Oct 2020
Optimization with learning-informed differential equation constraints and its applications Guozhi Dong M. Hintermueller Kostas Papafitsoros PINN 51 14 0 25 Aug 2020
Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks F. Balsiger Alain Jungo Olivier Scheidegger B. Marty M. Reyes 46 3 0 10 Aug 2020
Compressive MR Fingerprinting reconstruction with Neural Proximal Gradient iterations Dongdong Chen Mike E. Davies Mohammad Golbabaee 66 16 0 27 Jun 2020
Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders Mohammad Golbabaee Guido Bounincontri Carolin M. Pirkl Marion I. Menzel Bjoern Menze Mike Davies Pedro A. Gómez MedIm 50 5 0 23 Jan 2020
Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting F. Balsiger Alain Jungo Olivier Scheidegger P. Carlier M. Reyes B. Marty 64 26 0 09 Nov 2019
Deep MR Fingerprinting with total-variation and low-rank subspace priors Mohammad Golbabaee Carolin M. Pirkl Marion I. Menzel G. Buonincontri Pedro A. Gómez 44 6 0 26 Feb 2019
Magnetic Resonance Fingerprinting using Recurrent Neural Networks Ilkay Oksuz G. Cruz J. Clough A. Bustin Nicolo Fuin René M. Botnar Claudia Prieto A. King Julia A. Schnabel 57 42 0 19 Dec 2018
Geometry of Deep Learning for Magnetic Resonance Fingerprinting Mohammad Golbabaee Dongdong Chen Pedro A. Gómez Marion I. Menzel Mike E. Davies 69 42 0 05 Sep 2018