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Lauge Sørensen
Lauge Sørensen
Formerly Associated Professor at University of Copenhagen; Head of Development, Cerebriu A/S
Verified email at diku.dk - Homepage
Title
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Cited by
Year
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
4492010
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
3712015
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
2122016
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
1782017
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
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2010: 13th …, 2010
1382010
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
1322019
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
1172011
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
962018
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
932017
Texture classification in lung CT using local binary patterns
L Sørensen, SB Shaker, M De Bruijne
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2008: 11th …, 2008
652008
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
612020
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
562014
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
452019
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, 1-12, 2014
452014
Multi-object tracking of human spermatozoa
L Sørensen, J Østergaard, P Johansen, M de Bruijne
Medical Imaging 2008: Image Processing 6914, 784-795, 2008
372008
the Australian Imaging Biomarkers and Lifestyle Flagship Study of Ageing. Early detection of Alzheimer’s disease using MRI hippocampal texture
L Sørensen, C Igel, N Liv Hansen, M Osler, M Lauritzen, E Rostrup, ...
Hum. Brain Mapp 37 (3), 1148-1161, 2016
362016
Label stability in multiple instance learning
V Cheplygina, L Sørensen, DMJ Tax, M de Bruijne, M Loog
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015 …, 2015
352015
Robust parametric modeling of Alzheimer’s disease progression
MM Ghazi, M Nielsen, A Pai, M Modat, MJ Cardoso, S Ourselin, ...
Neuroimage 225, 117460, 2021
322021
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
32*2019
Image dissimilarity-based quantification of lung disease from CT
L Sørensen, M Loog, P Lo, H Ashraf, A Dirksen, RPW Duin, M de Bruijne
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2010: 13th …, 2010
312010
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