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Lauge Sørensen, postdoc, Ph.D.
A Short Description
Lauge Sørensen received his Master and Ph.D. degree from the Department of Computer Science (DIKU), University of Copenhagen, Denmark in 2007 and 2010, respectively. Part of his Ph.D. program was carried out at the Pattern Recognition Laboratory at Delft University of Technology in the Netherlands.
Lauge is currently employed as a postdoc in the Image Group at DIKU, working in the domain of medical image analysis together with Marleen de Bruijne, Christian Igel and Mads Nielsen.
[Miscellaneous]
Publications
Note that the PDFs are camera ready versions of the papers.
Journal papers
- L. Sørensen, M. Nielsen, P. Lo, H. Ashraf, J.J.H. Pedersen, and M. de Bruijne,
Texture-Based Analysis of COPD: a Data-Driven Approach,
IEEE Transactions on Medical Imaging 31(1): 70-78, 2012.
[link]
[PDF]
[PubMed]
- L. Sørensen, S.B. Shaker, and M. de Bruijne,
Quantitative analysis of pulmonary emphysema using local binary patterns,
IEEE Transactions on Medical Imaging 29(2): 559-569, 2010.
[link]
[PDF]
[PubMed]
Papers in conference and workshop proceedings
- C. Chen, L. Sørensen, F. Lauze, C. Igel, M. Loog, A. Feragen, M. de Bruijne, and M. Nielsen,
Towards Exaggerated Emphysema Stereotypes,
SPIE Medical Imaging, 2012.
[link]
- L. Sørensen, P. Lo, A. Dirksen, J. Petersen, and M. de Bruijne,
Dissimilarity-Based Classification of Anatomical Tree Structures,
Information Processing in Medical Imaging (IPMI), 2011.
[PDF]
[PubMed]
© Springer, the original publication is available at www.springerlink.com
- M.J. Gangeh, L. Sørensen, S.B Shaker, M.S. Kamel and M. de Bruijne,
Multiple classifier systems in texton-based approach for the classification of CT images of lung,
Medical Computer Vision 2010: Recognition Techniques and Applications in Medical Imaging, 2010.
[PDF]
© Springer, the original publication is available at www.springerlink.com
- M.J. Gangeh, L. Sørensen, S.B. Shaker, M.S. Kamel, M. de Bruijne, and M. Loog,
A texton-based approach for the classification of lung parenchyma in CT images,
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2010.
[PDF]
[PubMed]
© Springer, the original publication is available at www.springerlink.com
- L. Sørensen, M. Loog, P. Lo, H. Ashraf, A. Dirksen, R.P.W. Duin and M. de Bruijne,
Image dissimilarity-based quantification of lung disease from CT,
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2010.
[PDF]
[PubMed]
© Springer, the original publication is available at www.springerlink.com
- L. Sørensen, M. Loog, D.M.J. Tax, W.-J. Lee, M. de Bruijne, and R.P.W Duin,
Dissimilarity-based multiple instance learning,
Statistical, Structural and Syntactic Pattern Recognition (S+SSPR), 2010.
[PDF]
© Springer, the original publication is available at www.springerlink.com
- L. Sørensen, Pechin Lo, H. Ashraf, J. Sporring, M. Nielsen, and M. de Bruijne,
Learning COPD sensitive filters in pulmonary CT,
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2009.
[PDF]
[PubMed]
© Springer, the original publication is available at www.springerlink.com
- L. Sørensen and M. de Bruijne,
Dissimilarity representations in lung parenchyma classification,
SPIE Medical Imaging, 2009.
[link]
- L. Sørensen, S. Shaker, and M. de Bruijne,
Texture based emphysema quantification in lung CT,
The First International Workshop on Pulmonary Image Analysis, 2008.
[PDF]
- L. Sørensen, S. Shaker, and M. de Bruijne,
Texture classification in lung CT using local binary patterns,
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2008.
[PDF]
[PubMed]
© Springer, the original publication is available at www.springerlink.com
- L. Sørensen, J. Østergaard, N. Jørgensen, P. Johansen, and M. de Bruijne,
Multiobject tracking of human spermatozoa,
SPIE Medical Imaging, 2008.
[link]
Abstracts
- L. Sørensen, A. Pai, S. Darkner, J. Suhy, J. Oh, G. Chen, C. Igel, M. Nielsen,
Hippocampal Texture Provides Volume Independent Information for AD Diagnosis,
Alzheimer's Imaging Consortium, 2012. Accepted
- L. Sørensen, A. Pai, S. Darkner, J. Suhy, J. Oh, G. Chen, C. Igel, M. Nielsen,
Hippocampal Texture Provides Volume Independent Information for AD Diagnosis,
Alzheimer's Association International Conference, 2012. Accepted
- L. Sørensen and M. de Bruijne,
Pattern recognition based emphysema quantification,
The 16th Danish Conference on Pattern Recognition and Image Analysis, DIKU technical report no 08-10, 2008.
Book chapters
- L. Sørensen, M.J. Gangeh, S.B. Shaker, and M. de Bruijne,
Texture classification in pulmonary CT,
Lung Imaging and Computer Aided Diagnosis, CRC Press, August 2011.
[link]
PhD thesis
- L. Sørensen,
Pattern recognition-based analysis of COPD in CT,
2010.
[PDF]
Patents
- L. Sørensen, M. Nielsen and M. de Bruijne,
Classification of medical diagnostic images,
US Patent Application no 13/103656, filed 9 May 2011.
- L. Sørensen, M. Nielsen and M. de Bruijne,
Classification of medical diagnostic images,
US Patent Application No 61/333,513, filed 11 May 2010.
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