|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
|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
|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
|A texton-based approach for the classification of lung parenchyma in CT images|
MJ Gangeh, L Sørensen, SB Shaker, MS Kamel, M Bruijne, M Loog
International conference on medical image computing and computer-assisted …, 2010
|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
|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
|Texture classification in lung CT using local binary patterns|
L Sørensen, SB Shaker, M Bruijne
International Conference on Medical Image Computing and Computer-Assisted …, 2008
|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
|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
|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
|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
|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), 1-12, 2014
|Multi-object tracking of human spermatozoa|
L Sørensen, J Østergaard, P Johansen, M de Bruijne
Medical Imaging 2008: Image Processing 6914, 69142C, 2008
|Image dissimilarity-based quantification of lung disease from CT|
L Sørensen, M Loog, P Lo, H Ashraf, A Dirksen, RPW Duin, M Bruijne
International Conference on medical image computing and Computer-Assisted …, 2010
|Label stability in multiple instance learning|
V Cheplygina, L Sørensen, DMJ Tax, M Bruijne, M Loog
International Conference on Medical Image Computing and Computer-Assisted …, 2015
|The alzheimer's disease prediction of longitudinal evolution (TADPOLE) challenge: Results after 1 year follow-up|
RV Marinescu, NP Oxtoby, AL Young, EE Bron, AW Toga, MW Weiner, ...
arXiv preprint arXiv:2002.03419, 2020
|Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning|
M Orbes-Arteaga, T Varsavsky, CH Sudre, Z Eaton-Rosen, LJ Haddow, ...
Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019
|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
|Learning COPD sensitive filters in pulmonary CT|
L Sørensen, P Lo, H Ashraf, J Sporring, M Nielsen, M Bruijne
International Conference on Medical Image Computing and Computer-Assisted …, 2009
|Knowledge distillation for semi-supervised domain adaptation|
M Orbes-Arteainst, J Cardoso, L Sørensen, C Igel, S Ourselin, M Modat, ...
OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical …, 2019