Lauge Sørensen
Lauge Sørensen
Associate Professor at University of Copenhagen, Senior Researcher at Biomediq A/S and Cerebriu A/S
Verified email at diku.dk - Homepage
TitleCited byYear
Quantitative analysis of pulmonary emphysema using local binary patterns
L Sorensen, SB Shaker, M De Bruijne
IEEE transactions on medical imaging 29 (2), 559-569, 2010
2782010
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
1732015
A texton-based approach for the classification of lung parenchyma in CT images
MJ Gangeh, L Sørensen, SB Shaker, MS Kamel, M De Bruijne, M Loog
International Conference on Medical Image Computing and Computer-Assisted …, 2010
892010
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
722011
Early detection of Alzheimer's disease using MRI hippocampal texture
L Sørensen, C Igel, NL Hansen, M Osler, M Lauritzen, E Rostrup, ...
Human Brain Mapping, 2016
532016
Texture classification in lung CT using local binary patterns
L Sørensen, SB Shaker, M De Bruijne
International Conference on Medical Image Computing and Computer-Assisted …, 2008
492008
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
442017
Multi-object tracking of human spermatozoa
L Sørensen, J Østergaard, P Johansen, M de Bruijne
Medical Imaging 2008: Image Processing 6914, 69142C, 2008
23*2008
Classification of COPD with multiple instance learning
V Cheplygina, L Sørensen, DMJ Tax, JH Pedersen, M Loog, M de Bruijne
2014 22nd International Conference on pattern recognition, 1508-1513, 2014
222014
Image dissimilarity-based quantification of lung disease from CT
L Sørensen, M Loog, P Lo, H Ashraf, A Dirksen, RPW Duin, M De Bruijne
International Conference on Medical Image Computing and Computer-Assisted …, 2010
222010
Brain region’s relative proximity as marker for Alzheimer’s disease based on structural MRI
L Lillemark, L Sørensen, A Pai, EB Dam, M Nielsen
BMC medical imaging 14 (1), 21, 2014
212014
Dissimilarity-based multiple instance learning
L Sørensen, M Loog, DMJ Tax, WJ Lee, M De Bruijne, RPW Duin
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2010
172010
Learning COPD sensitive filters in pulmonary CT
L Sørensen, P Lo, H Ashraf, J Sporring, M Nielsen, M De Bruijne
International Conference on Medical Image Computing and Computer-Assisted …, 2009
172009
Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions
A Pai, S Sommer, L Sørensen, S Darkner, J Sporring, M Nielsen
IEEE transactions on medical imaging 35 (6), 1369-1380, 2015
152015
Label stability in multiple instance learning
V Cheplygina, L Sørensen, DMJ Tax, M de Bruijne, M Loog
International Conference on Medical Image Computing and Computer-Assisted …, 2015
152015
Dementia Diagnosis using MRI Cortical Thickness, Shape, Texture, and Volumetry
LEBL Sørensen, ASU Pai, C Anker, I Balas, M Lillholm, C Igel, M Nielsen
MICCAI workshop Challenge on Computer-Aided Diagnosis of, 111-8, 2014
142014
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
132018
Multiple classifier systems in texton-based approach for the classification of CT images of lung
MJ Gangeh, L Sørensen, SB Shaker, MS Kamel, M De Bruijne
International MICCAI Workshop on Medical Computer Vision, 153-163, 2010
132010
Texture classification in pulmonary CT
L Sørensen, MJ Gangeh, SB Shaker, M de Bruijne
Lung Imaging and Computer Aided Diagnosis, 343-367, 2011
12*2011
Transfer learning for multicenter classification of chronic obstructive pulmonary disease
V Cheplygina, IP Pena, JH Pedersen, DA Lynch, L Sørensen, ...
IEEE journal of biomedical and health informatics 22 (5), 1486-1496, 2017
112017
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