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1905.09325
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Self-supervised learning of inverse problem solvers in medical imaging
22 May 2019
Ortal Senouf
S. Vedula
Tomer Weiss
A. Bronstein
O. Michailovich
M. Zibulevsky
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Papers citing
"Self-supervised learning of inverse problem solvers in medical imaging"
8 / 8 papers shown
Title
Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology
Rahul Ghosh
Arvind Renganathan
Kshitij Tayal
Xiang Li
A. Khandelwal
X. Jia
C. Duffy
J. Neiber
Vipin Kumar
111
23
0
14 Sep 2021
Solving inverse problems with deep neural networks driven by sparse signal decomposition in a physics-based dictionary
Gaëtan Rensonnet
Louise Adam
Benoit Macq
MedIm
62
6
0
16 Jul 2021
End-to-end reconstruction meets data-driven regularization for inverse problems
Subhadip Mukherjee
M. Carioni
Ozan Oktem
Carola-Bibiane Schönlieb
68
40
0
07 Jun 2021
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement
Mehmet Akccakaya
Burhaneddin Yaman
Hyungjin Chung
Jong Chul Ye
MedIm
110
56
0
17 May 2021
Zero-Shot Self-Supervised Learning for MRI Reconstruction
Burhaneddin Yaman
S. A. Hosseini
Mehmet Akçakaya
100
71
0
15 Feb 2021
Multi-Mask Self-Supervised Learning for Physics-Guided Neural Networks in Highly Accelerated MRI
Burhaneddin Yaman
Hongyi Gu
S. A. Hosseini
Omer Burak Demirel
S. Moeller
J. Ellermann
K. Uğurbil
Mehmet Akçakaya
OOD
105
39
0
13 Aug 2020
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
J. Willard
X. Jia
Shaoming Xu
M. Steinbach
Vipin Kumar
AI4CE
158
415
0
10 Mar 2020
Learned SVD: solving inverse problems via hybrid autoencoding
Y. Boink
Christoph Brune
29
13
0
20 Dec 2019
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