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  • Currently displaying 221 - 240 of 387 publications
Variational multi-task MRI reconstruction: Joint reconstruction, registration and super-resolution.
V Corona, AI Aviles-Rivero, N Debroux, CL Guyader, C-B Schönlieb
– 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
J Liu, AI Aviles-Rivero, H Ji, C-B Schönlieb
– 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.
AI Aviles-Rivero, N Debroux, G Williams, MJ Graves, C-B Schönlieb
– Medical Image Analysis
(2020)
68,
101933
(doi: 10.1016/j.media.2020.101933)
Variational regularisation for inverse problems with imperfect forward operators and general noise models
L Bungert, M Burger, Y Korolev, C-B Schönlieb
– Inverse problems
(2020)
abs/2005.14131,
125014
(doi: 10.1088/1361-6420/abc531)
Arbitrarily large tomography with iterative algorithms on multiple GPUs using the TIGRE toolbox
A Biguri, R Lindroos, R Bryll, H Towsyfyan, H Deyhle, IEK Harrane, R Boardman, M Mavrogordato, M Dosanjh, S Hancock, T Blumensath
– Journal of Parallel and Distributed Computing
(2020)
146,
52
(doi: 10.1016/j.jpdc.2020.07.004)
Learning the Sampling Pattern for MRI.
F Sherry, M Benning, JC De Los Reyes, MJ Graves, G Maierhofer, G Williams, C-B Schonlieb, MJ Ehrhardt
– IEEE Transactions on Medical Imaging
(2020)
39,
4310
(doi: 10.1109/tmi.2020.3017353)
Higher-Order Total Directional Variation: Imaging Applications.
S Parisotto, J Lellmann, S Masnou, C-B Schönlieb
– SIAM J. Imaging Sci.
(2020)
13,
2063
(doi: 10.1137/19M1239209)
Contrastive Registration for Unsupervised Medical Image Segmentation
L Liu, AI Aviles-Rivero, C-B Schönlieb
(2020)
(link to publication)
Scanning electron diffraction tomography of strain
R Tovey, DN Johnstone, SM Collins, WRB Lionheart, PA Midgley, M Benning, C-B Schönlieb
– Inverse Problems
(2020)
37,
015003
(doi: 10.1088/1361-6420/abc961)
PET/CT Respiratory Motion Correction With a Single Attenuation Map Using NAC Derived Deformation Fields
AC Whitehead, A Biguri, N Efthimiou, K-H Su, SW Wollenweber, CW Stearns, BF Hutton, JR McClelland, K Thielemans
– 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
(2020)
00,
1
(doi: 10.1109/nss/mic42677.2020.9507890)
PO-1701: Optimized source-detector trajectories for low dose CBCT
S Hatamikia, A Biguri, G Kronreif, H Furtado, M Buschmann, J Kettenbach, E Steiner, M Gober, D Georg, W Birkfellner
– Radiotherapy and Oncology
(2020)
152,
s937
(doi: 10.1016/s0167-8140(21)01719-9)
Preface for the special issue 'Variational methods and effective algorithms for imaging and vision'
C-B Schönlieb, M Hintermüller, S Arridge
– 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
M de Vriendt, P Sellars, AI Aviles-Rivero
– UNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, AND GRAPHS IN BIOMEDICAL IMAGE ANALYSIS, UNSURE 2020, GRAIL 2020
(2020)
12443,
187
(doi: 10.1007/978-3-030-60365-6_18)
Accelerating variance-reduced stochastic gradient methods
D Driggs, MJ Ehrhardt, C-B Schönlieb
– Mathematical Programming
(2020)
191,
671
(doi: 10.1007/s10107-020-01566-2)
Optimization for customized trajectories in cone beam computed tomography.
S Hatamikia, A Biguri, G Kronreif, J Kettenbach, T Russ, H Furtado, LK Shiyam Sundar, M Buschmann, E Unger, M Figl, D Georg, W Birkfellner
– Medical physics
(2020)
47,
4786
(doi: 10.1002/mp.14403)
Controllable Image Processing via Adaptive FilterBank Pyramid
D Chen, Q Fan, J Liao, A Aviles-Rivero, L Yuan, N Yu, G Hua
– IEEE Transactions on Image Processing
(2020)
29,
8043
(doi: 10.1109/TIP.2020.3009844)
Short Scan Source-detector Trajectories for Target-based CBCT
S Hatamikia, A Biguri, G Kronreif, T Russ, J Kettenbach, W Birkfellner
– 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20
(2020)
00,
1299
(doi: 10.1109/EMBC44109.2020.9176667)
Numerically robust tetrahedron -based tomographic forward and backward projectors on parallel architectures
A Biguri, H Towsyfyan, R Boardman, T Blumensath
– Ultramicroscopy
(2020)
214,
113016
(doi: 10.1016/j.ultramic.2020.113016)
Tomographic reconstruction with spatially varying parameter selection
Y Dong, C-B Schönlieb
– Inverse Problems
(2020)
36,
054002
(doi: 10.1088/1361-6420/ab72d4)
Optical flow analysis reveals that Kinesin-mediated advection impacts the orientation of microtubules in the Drosophila oocyte.
M Drechsler, LF Lang, L Al-Khatib, H Dirks, M Burger, C-B Schönlieb, IM Palacios
– Molecular Biology of the Cell
(2020)
31,
1246
(doi: 10.1091/mbc.E19-08-0440)

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