Staff – University of Copenhagen

Forward this page to a friend Resize Print Bookmark and Share

Department of Computer Science DIKU > Staff

Marleen de Bruijne

Marleen de Bruijne

Associate professor, Associate Professor

Member of:

Marleen de Bruijne is associate professor of medical image analysis at  Erasmus MC - University Medical Center Rotterdam, The Netherlands, and at University of Copenhagen, Denmark. She received an MSc degree in physics (1997) and a PhD degree in medical imaging (2003) both from Utrecht University, The Netherlands. Before joining the University of Copenhagen (2007) and Erasmus MC (2008) she was assistant professor and later associate professor at the IT University of Copenhagen. Marleen has (co-)authored 170 peer-reviewed full papers in international conferences and journals and 19 patent applications. She has been a member of the program committee of many international conferences in medical imaging and computer vision, associate editor for Image and Vision Computing and Medical Physics, and is a member of the IPMI board and of the editorial boards of Medical Image Analysis and Frontiers in ICT - Computer Image Analysis.  Her research interest is in quantitative analysis of medical images, with a focus on machine learning techniques and with applications in pulmonary imaging, neuro imaging, and cardiovascular imaging.

 

Selected publications

  1. Published

    Machine learning approaches in medical image analysis: from detection to diagnosis

    de Bruijne, M. 2016 In : Medical Image Analysis. 33, p. 94-97 4 p.

    Research output: Research - peer-reviewEditorial

  2. Published

    Automatic airway-artery analysis on lung CT to quantify airway wall thickening and bronchiectasis

    Perez-Rovira, A., Kuo, W., Petersen, J., Tiddens, H. A. W. M. & de Bruijne, M. 2016 In : Medical Physics. 43, 10, p. 5736-5744 9 p.

    Research output: Research - peer-reviewJournal article

  3. Published

    Representation learning for cross-modality classification

    Tulder, G. V. & de Bruijne, M. 2017 Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging: MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers. Müller, H., Kelm, B. M., Arbel, T., Cai, W., Cardoso, M. J., Langs, G., Menze, B., Metaxas, D., Montillo, A., Wells, W. M., Zhang, S., Chung, A. C. S., Jenkinson, M. & Ribbens, A. (eds.). Springer, p. 126-136 11 p.

    Research output: Research - peer-reviewArticle in proceedings

  4. Published

    Combining generative and discriminative representation learning for lung CT analysis with convolutional restricted Boltzmann machines

    van Tulder, G. & de Bruijne, M. 2016 In : IEEE Transactions on Medical Imaging. 35, 5, p. 1262-1272 11 p.

    Research output: Research - peer-reviewJournal article

  5. Published

    Carotid artery wall segmentation in multispectral MRI by coupled optimal surface graph cuts

    Arias-Lorza, A. M., Petersen, J., van Engelen, A., Selwaness, M., van der Lugt, A., J. Niessen, W. & de Bruijne, M. 2016 In : IEEE Transactions on Medical Imaging. 35, 3, p. 901-911 11 p.

    Research output: Research - peer-reviewJournal article

  6. Published

    Weighting training images by maximizing distribution similarity for supervised segmentation across scanners

    van Opbroek, A., Vernooij, M. W., Ikram, M. A. & de Bruijne, M. 2015 In : Medical Image Analysis. 24, 1, p. 245-254 10 p.

    Research output: Research - peer-reviewJournal article

  7. Published

    Reversibility of trapped air on chest computed tomography in cystic fibrosis patients

    Loeve, M., Rosenow, T., Gorbunova, V., Hop, W. C. J., Tiddens, H. A. W. M. & de Bruijne, M. 2015 In : European Journal of Radiology. 84, 6, p. 1184-1190 7 p.

    Research output: Research - peer-reviewJournal article

  8. Published

    Transfer learning improves supervised image segmentation across imaging protocols

    van Opbroek, A., Ikram, M. A., Vernooij, M. W. & de Bruijne, M. 2015 In : IEEE transactions on medical imaging. 34, 5, p. 1018-1030 13 p.

    Research output: Research - peer-reviewJournal article

  9. Published

    Geodesic atlas-based labeling of anatomical trees: application and evaluation on airways extracted from CT

    Feragen, A., Petersen, J., Owen, M., Lo, P., Thomsen, L. H., Wille, M. M. W., Dirksen, A. & de Bruijne, M. 2015 In : IEEE transactions on medical imaging. 34, 6, p. 1212-1226 15 p.

    Research output: Research - peer-reviewJournal article

  10. Published

    Three-dimensional carotid ultrasound plaque texture predicts vascular events

    van Engelen, A., Wannarong, T., Parraga, G., Niessen, W. J., Fenster, A., Spence, J. D. & de Bruijne, M. 2014 In : Stroke. 45, p. 2695-2701 7 p.

    Research output: Research - peer-reviewJournal article

  11. Published

    Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease

    Petersen, J., Nielsen, M., Lo, P. C. P., Nordenmark, L. H., Pedersen, J. J. H., Wille, M. M. W., Dirksen, A. & de Bruijne, M. 2014 In : Medical Image Analysis. 18, 3, p. 531-541 11 p.

    Research output: Research - peer-reviewJournal article

  12. Published

    Statistical coronary motion models for 2D + t/3D registration of X-ray coronary angiography and CTA

    Baka, N., Metz, C. T., Schultz, C., Neefjes, L., van Geuns, R. J., Lelieveldt, B. P. F., Niessen, W. J., van Walsum, T. & de Bruijne, M. 2013 In : Medical Image Analysis. 17, 6, p. 698-709 12 p.

    Research output: Research - peer-reviewJournal article

  13. Published

    Hippocampal shape is predictive for the development of dementia in a normal, elderly population

    Achterberg, H. C., van der Lijn, F., den Heijer, T., Vernooij, M. W., Ikram, M. A., Niessen, W. J. & de Bruijne, M. 2014 In : Human Brain Mapping. 35, 5, p. 2359-2371 13 p.

    Research output: Research - peer-reviewJournal article

  14. Published

    Extraction of airways from CT (EXACT’09)

    Lo, P. C. P., Ginneken, B. V., Reinhardt, J. M., Yavarna, T., Jong, P. A. D., Irving, B., Fetita, C., Ortner, M., Pinho, R., Sijbers, J., Feuerstein, M., Fabijanska, A., Bauer, C., Beichel, R., Mendoza, C. S., Wiemker, R., Lee, J., Reeves, A. P., Born, S., Weinheimer, O., Rikxoort, E. M. V., Tschirren, J., Mori, K., Odry, B., Naidich, D. P., Hartmann, I., Hoffman, E. A., Prokop, M., Pedersen, J. H. & de Bruijne, M. 2012 In : I E E E Transactions on Medical Imaging. 31, 11, p. 2093-2107 15 p.

    Research output: Research - peer-reviewJournal article

  15. Published

    Mass preserving image registration for lung CT

    Gorbunova, V., Sporring, J., Lo, P. C. P., Loeve, M., Tiddens, H. A., Nielsen, M., Dirksen, A. & de Bruijne, M. 2012 In : Medical Image Analysis. 16, 4, p. 786-795 10 p.

    Research output: Research - peer-reviewJournal article

  16. Published

    Texture-based analysis of COPD: a data-driven approach

    Sørensen, L., Nielsen, M., Lo, P. C. P., Ashraf, H., Pedersen, J. J. H. & de Bruijne, M. 2012 In : I E E E Transactions on Medical Imaging. 31, 1, p. 70-78 9 p.

    Research output: Research - peer-reviewJournal article

  17. Published

    Quantitative vertebral morphometry using neighbor-conditional shape models

    de Bruijne, M., Lund, M. T., Tankó, L. B., Pettersen, P. & Nielsen, M. 2007 In : Medical Image Analysis. 11, 5, p. 503-512

    Research output: Research - peer-reviewJournal article

ID: 545222