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- Currently displaying 141 - 160 of 313 publications
Accurate numerical simulation of electrodiffusion and water movement in
brain tissue
(2021)
Learning elliptic partial differential equations with randomized linear
algebra
(2021)
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
– Nature Machine Intelligence
(2021)
3,
199
(doi: 10.1038/s42256-021-00307-0)
Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events.
– Scientific Reports
(2021)
11,
3499
(doi: 10.1038/s41598-021-82760-w)
Learning to Segment Microscopy Images with Lazy Labels
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2021)
12535 LNCS,
411
(doi: 10.1007/978-3-030-66415-2_27)
Exploiting prior knowledge about biological macromolecules in cryo-EM structure determination
– IUCrJ
(2021)
8,
60
(doi: 10.1107/s2052252520014384)
Variational multi-task MRI reconstruction: Joint reconstruction, registration and super-resolution
– Medical image analysis
(2020)
68,
101941
(doi: 10.1016/j.media.2020.101941)
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction
– Med Image Anal
(2020)
68,
101930
(doi: 10.1016/j.media.2020.101930)
Compressed sensing plus motion (CS + M): A new perspective for improving undersampled MR image reconstruction
– Med Image Anal
(2020)
68,
101933
(doi: 10.1016/j.media.2020.101933)
Learning the Sampling Pattern for MRI.
– IEEE Transactions on Medical Imaging
(2020)
39,
4310
(doi: 10.1109/TMI.2020.3017353)
Variational regularisation for inverse problems with imperfect forward operators and general noise models.
– Inverse problems
(2020)
abs/2005.14131,
125014
(doi: 10.1088/1361-6420/abc531)
Higher-Order Total Directional Variation: Imaging Applications
– SIAM Journal on Imaging Sciences
(2020)
13,
2063
(doi: 10.1137/19M1239209)
Scanning electron diffraction tomography of strain
– Inverse Problems
(2020)
37,
015003
(doi: 10.1088/1361-6420/abc961)
Deflation-based identification of nonlinear excitations of the three-dimensional Gross-Pitaevskii equation
– Physical Review A
(2020)
102,
053307
(doi: 10.1103/physreva.102.053307)
Preface for the special issue 'Variational methods and effective algorithms for imaging and vision'
– Inverse Problems
(2020)
36,
110401
(doi: 10.1088/1361-6420/abb8e9)
The GraphNet Zoo: An All-in-One Graph Based Deep Semi-supervised Framework for Medical Image Classification
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2020)
12443 LNCS,
187
(doi: 10.1007/978-3-030-60365-6_18)
Accelerating variance-reduced stochastic gradient methods
– Mathematical Programming
(2020)
191,
671
(doi: 10.1007/s10107-020-01566-2)
IUNets: Learnable invertible up-and downsampling for large-scale inverse problems
– 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP)
(2020)
2020-September,
1