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Mads Nielsen
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Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network
A Prasoon, K Petersen, C Igel, F Lauze, E Dam, M Nielsen
International conference on medical image computing and computer-assisted …, 2013
8312013
Unsupervised deep learning applied to breast density segmentation and mammographic risk scoring
M Kallenberg, K Petersen, M Nielsen, AY Ng, P Diao, C Igel, CM Vachon, ...
IEEE transactions on medical imaging 35 (5), 1322-1331, 2016
5112016
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge
EE Bron, M Smits, WM Van Der Flier, H Vrenken, F Barkhof, P Scheltens, ...
NeuroImage 111, 562-579, 2015
3592015
Gaussian scale-space theory
J Sporring, M Nielsen, LM Florack, P Johansen
Kluwer Academic Publishers, 1997
328*1997
Early detection of Alzheimer's disease using M RI hippocampal texture
L Sørensen, C Igel, N Liv Hansen, M Osler, M Lauritzen, E Rostrup, ...
Human brain mapping 37 (3), 1148-1161, 2016
1992016
Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry
L Sørensen, C Igel, A Pai, I Balas, C Anker, M Lillholm, M Nielsen, ...
NeuroImage: Clinical 13, 470-482, 2017
1692017
Eye typing using Markov and active appearance models
DW Hansen, JP Hansen, M Nielsen, AS Johansen, MB Stegmann
Sixth IEEE Workshop on Applications of Computer Vision, 2002.(WACV 2002 …, 2002
1432002
Identification of progressors in osteoarthritis by combining biochemical and MRI-based markers
EB Dam, M Loog, C Christiansen, I Byrjalsen, J Folkesson, M Nielsen, ...
Arthritis research & therapy 11, 1-11, 2009
1372009
Regularization, scale-space, and edge detection filters
M Nielsen, L Florack, R Deriche
Journal of Mathematical Imaging and Vision 7, 291-307, 1997
1351997
Manifold valued statistics, exact principal geodesic analysis and the effect of linear approximations
S Sommer, F Lauze, S Hauberg, M Nielsen
Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010
1302010
Automatic segmentation of high-and low-field knee MRIs using knee image quantification with data from the osteoarthritis initiative
EB Dam, M Lillholm, J Marques, M Nielsen
Journal of Medical imaging 2 (2), 024001-024001, 2015
1252015
Training recurrent neural networks robust to incomplete data: Application to Alzheimer’s disease progression modeling
MM Ghazi, M Nielsen, A Pai, MJ Cardoso, M Modat, S Ourselin, ...
Medical image analysis 53, 39-46, 2019
1202019
Texture-based analysis of COPD: a data-driven approach
L Sorensen, M Nielsen, P Lo, H Ashraf, JH Pedersen, M De Bruijne
IEEE transactions on medical imaging 31 (1), 70-78, 2011
1162011
Mass preserving image registration for lung CT
V Gorbunova, J Sporring, P Lo, M Loeve, HA Tiddens, M Nielsen, ...
Medical image analysis 16 (4), 786-795, 2012
1012012
The intrinsic structure of optic flow incorporating measurement duality
L Florack, W Niessen, M Nielsen
International Journal of Computer Vision 27, 263-286, 1998
961998
Ensemble support vector machine classification of dementia using structural MRI and mini-mental state examination
L Sørensen, M Nielsen, Alzheimer's Disease Neuroimaging Initiative
Journal of neuroscience methods 302, 66-74, 2018
922018
Medical image computing and computer-assisted intervention–miccai 2006
G Grabner, AL Janke, MM Budge, D Smith, J Pruessner, DL Collins, ...
MICCAI. https://doi. org/10 100 (7), 11866763, 2006
862006
Scale-Space Theorics in Computer Vision, Lecture Notes in Computer Science, Vol. 1682
M Nielsen, P Johansen, OF Olsen
Springer, 1999
85*1999
Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
E Jimenez-Solem, TS Petersen, C Hansen, C Hansen, C Lioma, C Igel, ...
Scientific reports 11 (1), 3246, 2021
842021
Feature-based image analysis
M Lillholm, M Nielsen, LD Griffin
International Journal of Computer Vision 52, 73-95, 2003
822003
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Articles 1–20