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Validation and Generalizability of Self-Supervised Image Reconstruction
  Methods for Undersampled MRI
v1v2v3 (latest)

Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI

Machine Learning for Biomedical Imaging (MLBI), 2022
29 January 2022
Thomas Yu
T. Hilbert
G. Piredda
Arun A. Joseph
G. Bonanno
Salim Zenkhri
P. Omoumi
Meritxell Bach Cuadra
Erick Jorge Canales-Rodríguez
Thomas Kober
Jean-Philippe Thiran
ArXiv (abs)PDFHTMLGithub

Papers citing "Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI"

4 / 4 papers shown
Towards Architecture-Agnostic Untrained Network Priors for Image
  Reconstruction with Frequency Regularization
Towards Architecture-Agnostic Untrained Network Priors for Image Reconstruction with Frequency RegularizationEuropean Conference on Computer Vision (ECCV), 2023
Yilin Liu
Yunkui Pang
Jiang-Ping Li
Yong Chen
P. Yap
461
3
0
15 Dec 2023
To be or not to be stable, that is the question: understanding neural
  networks for inverse problems
To be or not to be stable, that is the question: understanding neural networks for inverse problemsSIAM Journal on Scientific Computing (SISC), 2022
David Evangelista
J. Nagy
E. Morotti
E. L. Piccolomini
285
10
0
24 Nov 2022
NESTANets: Stable, accurate and efficient neural networks for
  analysis-sparse inverse problems
NESTANets: Stable, accurate and efficient neural networks for analysis-sparse inverse problemsSampling Theory, Signal Processing, and Data Analysis (TSPDA), 2022
Maksym Neyra-Nesterenko
Ben Adcock
314
11
0
02 Mar 2022
The troublesome kernel -- On hallucinations, no free lunches and the
  accuracy-stability trade-off in inverse problems
The troublesome kernel -- On hallucinations, no free lunches and the accuracy-stability trade-off in inverse problemsSIAM Review (SIAM Rev.), 2020
N. Gottschling
Vegard Antun
A. Hansen
Ben Adcock
543
59
0
05 Jan 2020
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