Forskning ved Københavns Universitet - Københavns Universitet

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Marleen de Bruijne

Marleen de Bruijne

Lektor

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Marleen de Bruijne is associate professor of medical image analysis at  <a href="http://www.bigr.nl/">Erasmus MC - University Medical Center Rotterdam, The Netherlands</a>, 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.

 

Udvalgte publikationer

  1. Udgivet

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

    de Bruijne, M. 2016 I : Medical Image Analysis. 33, s. 94-97 4 s.

    Publikation: Forskning - peer reviewLeder

  2. Udgivet

    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 I : Medical Physics. 43, 10, s. 5736-5744 9 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  3. Udgivet

    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. (red.). Springer, s. 126-136 11 s.

    Publikation: Forskning - peer reviewKonferencebidrag i proceedings

  4. Udgivet

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

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

    Publikation: Forskning - peer reviewTidsskriftartikel

  5. Udgivet

    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 I : IEEE Transactions on Medical Imaging. 35, 3, s. 901-911 11 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  6. Udgivet

    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 I : Medical Image Analysis. 24, 1, s. 245-254 10 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  7. Udgivet

    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 I : European Journal of Radiology. 84, 6, s. 1184-1190 7 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  8. Udgivet

    Transfer learning improves supervised image segmentation across imaging protocols

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

    Publikation: Forskning - peer reviewTidsskriftartikel

  9. Udgivet

    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 I : IEEE transactions on medical imaging. 34, 6, s. 1212-1226 15 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  10. Udgivet

    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 I : Stroke. 45, s. 2695-2701 7 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  11. Udgivet

    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 I : Medical Image Analysis. 18, 3, s. 531-541 11 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  12. Udgivet

    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 I : Medical Image Analysis. 17, 6, s. 698-709 12 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  13. Udgivet

    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 I : Human Brain Mapping. 35, 5, s. 2359-2371 13 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  14. Udgivet

    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 I : I E E E Transactions on Medical Imaging. 31, 11, s. 2093-2107 15 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  15. Udgivet

    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 I : Medical Image Analysis. 16, 4, s. 786-795 10 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  16. Udgivet

    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 I : I E E E Transactions on Medical Imaging. 31, 1, s. 70-78 9 s.

    Publikation: Forskning - peer reviewTidsskriftartikel

  17. Udgivet

    Quantitative vertebral morphometry using neighbor-conditional shape models

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

    Publikation: Forskning - peer reviewTidsskriftartikel

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