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Marleen de Bruijne

Marleen de Bruijne

Lektor

Medlem af:

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 over 150 peer-reviewed full papers in international conferences and journals and 19 patent applications. She was 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 editorial board of Medical Image Analysis. Her research interests are model based and quantitative analysis of medical images with applications a.o. in lung, brain, cardiac, and vascular 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 - fagfællebedømtLeder

  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 - fagfællebedømtTidsskriftartikel

  3. Accepteret/In press

    Representation learning for cross-modality classification

    Tulder, G. V. & de Bruijne, M. 2017 Medical Computer Vision: Algorithms for Big Data: International Workshop, MCV 2016. Springer, 12 s. (Lecture Notes in Computer Science).

    Publikation: Forskning - fagfællebedømtKonferencebidrag 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 - fagfællebedømtTidsskriftartikel

  5. Udgivet

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

    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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

  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 - fagfællebedømtTidsskriftartikel

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