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Lauge Sørensen, postdoc, Ph.D.

Email: lauges@diku.dk
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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 working in the domain of medical image analysis together with Marleen de Bruijne, Christian Igel and Mads Nielsen.

[Miscellaneous][My Google Scholar page][CT emphysema database]

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] [Data]

Papers in conference and workshop proceedings

  • A. Pai, L. Sørensen, S. Darkner, P. Mysling, D. Jørgensen, E. Dam, M. Lillholm, J. Oh, G. Chen, J. Suhy, J.Sporring, and M.Nielsen, Cube Propagation for Focal Brain Atrophy Estimation, International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), 2013. Accepted
  • L. Lillemark, L. Sørensen, P. Mysling, A. Pai, E. B. Dam, and M. Nielsen, Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI, SPIE Medical Imaging, 2013. Accepted
  • A. Pai, S. Darkner, L. Sørensen, L. Lillemark, J. Sporring, E. B. Dam, and M. Nielsen, Evaluation of Bias in Brain Atrophy Estimation, Novel Neuroimaging Biomarkers for Alzheimer's Disease, 2012. [link]
  • 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 final 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 final 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 final 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 final 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 final 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 final 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 final 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, P. Mysling, S. Darkner, G. Chen, J. Oh, J. Suhy, C. Igel, M. Nielsen, Hippocampal Texture Predicts One-Year Hippocampal Atrophy in Mild Cognitively Impaired Subjects, European Congress of Radiology, electronic poster, 2013 [poster]
  • A. Pai, L. Sørensen, S. Darkner, P. Mysling, L. L. Larsen, J. Sporring, E. Dam, M. Lillholm, D. R. Jørgensen, G. Chen, J. Oh, J. Suhy, M. Nielsen, Hippocampus Atrophy in Early Alzheimer's Disease Quantified Using Non-rigid Registration with Cube Propagation, International Conference on Alzheimer's and Parkinson's Diseases, 2013, accepted.
  • L. Sørensen, A. Pai, S. Darkner, J. Suhy, J. Oh, G. Chen, C. Igel, M. Nielsen, Hippocampal Texture Provides Volume-Independent Information for Alzheimer's Disease Diagnosis, Alzheimer's Imaging Consortium, Alzheimer's and Dementia 8(4), suppl. 2, P1-157, 2012 [link][errata]
  • L. Sørensen, A. Pai, S. Darkner, J. Suhy, J. Oh, G. Chen, C. Igel, M. Nielsen, Hippocampal Texture Provides Volume-Independent Information for Alzheimer's Disease Diagnosis, Alzheimer's Association International Conference, Alzheimer's and Dementia 8(4), suppl. 2, IC-P-013, 2012 [errata]
  • 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.