Marleen de Bruijne

Marleen de Bruijne

Professor

ORCID: 0000-0002-6328-902X

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  1. Published

    Why is the winner the best?

    Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., Bruijne, M. D., Depeursinge, A. & 105 others, Dorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ganz, Melanie, Ghatwary, N., Girard, G., Godau, P., Gupta, A., Hansen, L., Harada, K., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Jannin, P., Kavur, A. E., Kodym, O., Kozubek, M., Li, J., Li, H., Ma, J., Martín-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Rädsch, T., Rafael-Patiño, J., Bawa, V. S., Speidel, S., Sudre, C. H., Wijnen, K. V., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zia, A., Zimmerer, D., Aydogan, D. B., Bhattarai, B., Bloch, L., Brüngel, R., Cho, J., Choi, C., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Gaire, R. R., Galdran, A., Faura, Á. G., Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kofler, F., Kondo, S., Kuijf, H., Li, M., Luu, M. H., Martinčič, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, J., Park, S., Płotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Saeed, N., Shephard, A., Shi, P., Štepec, D., Subedi, R., Tochon, G., Torres, H. R., Urien, H., Vilaça, J. L., Wahid, K. A., Wang, H., Wang, J., Wang, L., Wang, X., Wiestler, B., Wodzinski, M., Xia, F., Xie, J., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Maier-Hein, K., Jäger, P. F., Kopp-Schneider, A. & Maier-Hein, L., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society Press, p. 19955-19966

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  2. Published

    Why does synthesized data improve multi-sequence classification?

    van Tulder, G. & de Bruijne, Marleen, 2015, Medical image computing and computer assisted interventions - MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I. Springer, p. 531-538 8 p. (Lecture notes in computer science, Vol. 9349).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  3. Published

    Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021

    ALFA study, A. S., 2024, In: Medical Image Analysis. 91, 23 p., 103029.

    Research output: Contribution to journal › Journal article › Research › peer-review

  4. Published

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

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  5. Published

    Weight preserving image registration for monitoring disease progression in lung CT.

    Gorbunova, V., Lo, P. C. P., Haseem, A., Dirksen, A., Nielsen, Mads & de Bruijne, Marleen, 2008, Mecical Image Computing and Computer-Assisted Intervention - MICCAI 2008: 11th International Conference, New York, NY, USA, September 6-10, 2008, proceedings, Part II. Metaxas, D., Axel, L., Fichtinger, G. & Szekely, G. (eds.). Springer, p. 863-871 8 p. (Lecture notes in computer science; No. 5242).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  6. Published

    Weakly supervised object detection with 2D and 3D regression neural networks

    Dubost, F., Adams, H., Yilmaz, P., Bortsova, G., Tulder, G. V., Ikram, M. A., Niessen, W., Vernooij, M. W. & de Bruijne, Marleen, Oct 2020, In: Medical Image Analysis. 65, 22 p., 101767.

    Research output: Contribution to journal › Journal article › Research › peer-review

  7. Published

    Voxel classification based airway tree segmentation

    Lo, P. C. P. & de Bruijne, Marleen, 2008, Medical Imaging 2008: Image Processing, San Diego, Calif., USA, February 17, 2008, Conference proceedings. Reinhardt, J. M. & Pluim, J. P. W. (eds.). SPIE - International Society for Optical Engineering, p. Article 69141K (Proceedings of the SPIE; No. 6914).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  8. Published

    Voxel Classification Based Vessel-guided Airway Segmentation

    Lo, P. C. P., Sporring, Jon, Ashraf, H., Pedersen, J. H. J. & de Bruijne, Marleen, 2008, Proceedings of the Danish Conference on Pattern Recognition and Image Analysis: Organised by Danish Society for Automatic Pattern Recognition (Dansk Selskab for automatisk genkendelse af mønstre), Departmen of Computer Science, University of Copenhagen, Thursday 21 August 2008. Olsen, S. I. (ed.). Museum Tusculanum, p. 8-9 (Datalogisk Institut. Københavns Universitet. Technical Reports; No. 08-10).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research

  9. Published

    Volumetric ultra low dose expiratory computed tomography scans could be sufficient to monitor CF lung disease

    Loeve, M., Lequin, M. H., de Bruijne, Marleen, Hartmann, I., Hop, W. C. & Tiddens, H. A., 2008, In: Journal of Cystic Fibrosis. S2, p. S59 1 p.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  10. Published

    Visual assessment of early emphysema and interstitial abnormalities on CT is useful in lung cancer risk analysis

    Wille, M. M. W., Thomsen, L. H., Petersen, Jens, de Bruijne, Marleen, Dirksen, A., Pedersen, J. H. & Shaker, S. B., 2016, In: European Radiology. 26, 2, p. 487-494 8 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  11. Published

    Vessel-guided airway tree segmentation: a voxel classification approach

    Lo, P. C. P., Sporring, Jon, Ashraf, H., Pedersen, J. J. H. & de Bruijne, Marleen, 2010, In: Medical Image Analysis. 14, 4, p. 527-538 12 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  12. Published

    Vessel-guided airway segmentation based on voxel classification

    Lo, P. C. P., Sporring, Jon, Ashraf, H., Holst Pedersen, J. J. & de Bruijne, Marleen, 2008, The first International Workshop on Pulmonary Image Analysis: New York, September 6, 2008. Brown, M., de Bruijne, M., van Ginneken, B., Kiraly, A., Kuhnigk, J-M., Lorenz, C., Mori, K. & Reinhardt, J. (eds.). Lulu.com, p. 113-122

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  13. Published

    Vessel tree extraction using locally optimal paths

    Lo, P. C. P., van Ginneken, B. & de Bruijne, Marleen, 2010, 2010 IEEE International Symposium on Biomedical Imaging: from nano to Macro. IEEE, p. 680-683

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  14. Published

    Vertebral fracture risk (VFR) score for fracture prediction in postmenopausal Women

    Lillholm, Martin, Ghosh, A., Pettersen, P. C., de Bruijne, Marleen, Dam, E. B., Karsdal, M. A., Christiansen, C., Genant, H. K. & Nielsen, Mads, 2011, In: Osteoporosis International. 22, 7, p. 2119-2128 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  15. Vertebral fracture quantification

    de Bruijne, Marleen, Lund, M. T., Pettersen, P. & Nielsen, M., 2006, Patent No. WO/2006/087190

    Research output: Patent

  16. Submitted

    Vertebral fracture prediction

    Pettersen, P., de Bruijne, Marleen & Tanko, L., 2007, (Submitted) 1 Mar 2007

    Research output: Patent

  17. Published

    Vertebral Fracture Prediction

    Pettersen, P., de Bruijne, Marleen, Christiansen, C. & Tanko, L. B., 2008, IPC No. G06F 19/00, Patent No. WO/2008/116918, 2 Oct 2008

    Research output: Patent

  18. Published

    Vertebral Fracture Classification

    de Bruijne, Marleen, Pettersen, P. C., Tankó, L. B. & Nielsen, Mads, 2007, Medical Imaging 2007: Image Processing, 18-20 February, 2007, San Diego, California, USA. Pluim, J. P. W. & Reinhardt, J. M. (eds.). SPIE, 10 p. (Proceedings of SPIE; No. 6512).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  19. Published

    Unpaired, unsupervised domain adaptation assumes your domains are already similar

    van Tulder, G. & de Bruijne, Marleen, 2023, In: Medical Image Analysis. 87, 17 p., 102825.

    Research output: Contribution to journal › Journal article › Research › peer-review

  20. Published

    Uncertainty-Based Segmentation of Myocardial Infarction Areas on Cardiac MR Images

    Camarasa, R., Faure, A., Crozier, T., Bos, D. & de Bruijne, Marleen, 2021, Statistical Atlases and Computational Models of the Heart. MandMs and EMIDEC Challenges - 11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Puyol Anton, E., Pop, M., Sermesant, M., Campello, V., Lalande, A., Lekadir, K., Suinesiaputra, A., Camara, O. & Young, A. (eds.). Springer, p. 385-391 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12592 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  21. Published

    Tribute Workshop for Peter Johansen

    Nielsen, Mads (ed.), de Bruijne, Marleen (ed.), Jørgensen, Camilla Holm (ed.), Olsen, Søren Ingvor (ed.), Steenstrup Pedersen, Kim (ed.) & Sporring, Jon (ed.), 2008, Berlin: Springer. 151 p. (Journal of Mathematical Imaging and Vision; No. 31(2-3)p.119-269).

    Research output: Book/Report › Anthology › Research

  22. Published

    Tree-space statistics and approximations for large-scale analysis of anatomical trees

    Feragen, A., Owen, M., Petersen, Jens, Wille, M. M. W., Thomsen, L. H., Dirksen, A. & de Bruijne, Marleen, 2013, Information Processing in Medical Imaging: 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28–July 3, 2013. Proceedings. Gee, J. C., Joshi, S., Pohl, K. M., Wells, W. M. & Zöllei, L. (eds.). Springer, p. 74-85 12 p. (Lecture notes in computer science, Vol. 7917).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  23. Published

    Transfer learning improves supervised image segmentation across imaging protocols

    van Opbroek, A., Ikram, M. A., Vernooij, M. W. & de Bruijne, Marleen, 2015, In: IEEE Transactions on Medical Imaging. 34, 5, p. 1018-1030 13 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  24. Published

    Transfer learning for multicenter classification of chronic obstructive pulmonary disease

    Cheplygina, V., Peña, I. P., Pedersen, J. J. H., Lynch, D. A., Sørensen, L. & de Bruijne, Marleen, Sep 2018, In: IEEE Journal of Biomedical and Health Informatics. 22, 5, p. 1486 - 1496

    Research output: Contribution to journal › Journal article › Research › peer-review

  25. Published

    Transfer learning by feature-space transformation: A method for Hippocampus segmentation across scanners

    van Opbroek, A., Achterberg, H. C., Vernooij, M. W., Arfan Ikram, M. & de Bruijne, Marleen, 2018, In: NeuroImage: Clinical. 20, p. 466-475 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  26. Published

    Transfer Learning for Image Segmentation by Combining Image Weighting and Kernel Learning

    van Opbroek, A., Achterberg, H. C., Vernooij, M. W. & de Bruijne, Marleen, 2019, In: IEEE Transactions on Medical Imaging. 38, 1, p. 213-224 8419778.

    Research output: Contribution to journal › Journal article › Research › peer-review

  27. Published

    Transfer Learning by Asymmetric Image Weighting for Segmentation across Scanners

    Cheplygina, V., Opbroek, A. V., Ikram, M. A., Vernooij, M. W. & de Bruijne, Marleen, 2020, In: arXiv.org. 17 p.

    Research output: Contribution to journal › Journal article › Research

  28. Published

    Tracheomalacia assessment in pediatric patients with MRI: preliminary report

    Ciet, P., Wielopolski, P. A., Lever, S., de Bruijne, Marleen, Lequin, M. H. & Tiddens, H. A., 2010.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  29. Published

    Towards exaggerated emphysema stereotypes

    Chen, C., Sørensen, L., Lauze, Francois Bernard, Igel, Christian, Loog, M., Feragen, A., de Bruijne, Marleen & Nielsen, Mads, 2012, Medical Imaging 2012: Computer-Aided Diagnosis. van Ginneken, B. & Novak, C. L. (eds.). SPIE - International Society for Optical Engineering, 13 p. 83150Q. (Proceedings of S P I E - International Society for Optical Engineering, Vol. 7964). (Progress in Biomedical Optics and Imaging; No. 31, Vol. 13).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  30. Published

    Toward automatic regional analysis of pulmonary function using inspiration and expiration thoracic CT

    Murphy, K., Pluim, J. P. W., Rikxoort, E. M. V., Jong, P. A. D., Hoop, B. D., Gietema, H. A., Mets, O., de Bruijne, Marleen, Lo, P. C. P., Prokop, M. & Ginneken, B. V., 2012, In: Medical Physics. 39, 3, p. 1650-1662 13 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  31. Published

    Toward automated detection and segmentation of aortic calcifications from radiographs

    Lauze, F. & de Bruijne, Marleen, 2007, Medical imaging 2007: Image processing, 18-20 February, 2007, San Diego, California, USA. Pluim, J. P. W. & Reinhardt, J. M. (eds.). SPIE, 11 p. (Proceedings of SPIE; No. 6512).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  32. Published

    Toward a theory of statistical tree-shape analysis

    Feragen, A., Lo, P. C. P., de Bruijne, Marleen, Nielsen, Mads & Lauze, Francois Bernard, 2013, In: I E E E Transactions on Pattern Analysis and Machine Intelligence. 35, 8, p. 2008-2021 14 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  33. Published

    Three-section expiratory CT: insufficient for trapped air assessment in patients with cystic fibrosis?

    Loeve, M., de Bruijne, Marleen, Hartmann, I. C. J., Straten, M. V., Hop, W. C. J. & Tiddens, H. A. W. M., 2012, In: Radiology. 262, 3, p. 969-976 8 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  34. Published

    Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection

    Chen, X., Lin, M., Cui, H., Chen, Y., van Engelen, A., de Bruijne, Marleen, Azarpazhooh, M. R., Sohrevardi, S. M., Chow, T. W. S., Spence, J. D. & Chiu, B., 2020, In: Computer Methods and Programs in Biomedicine. 184, 10 p., 105276.

    Research output: Contribution to journal › Journal article › Research › peer-review

  35. 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, Marleen, 2014, In: Stroke. 45, p. 2695-2701 7 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  36. Published

    The value of hippocampal volume, shape, and texture for 11-year prediction of dementia: a population-based study

    Achterberg, H. C., Sørensen, L., Wolters, F. J., Niessen, W. J., Vernooij, M. W., Ikram, M. A., Nielsen, Mads & de Bruijne, Marleen, 2019, In: Neurobiology of Aging. 81, p. 58-66

    Research output: Contribution to journal › Journal article › Research › peer-review

  37. Published

    The relationship between NT proBNP and CT lung density in long term smokers

    Shaker, S. B., Ashraf, H., Rasmussen, T., Lo, P. C. P., de Bruijne, Marleen, Dirksen, A. & Pedersen, J. H., 2012, In: European Respiratory Journal. 40, Supplement 56, p. 103s 1 p., P652.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  38. Published

    The history of bronchiectasis on CT in cystic fibrosis

    Tepper, L. A., de Bruijne, Marleen, Caudri, D., Perez-Rovira, A. & Tiddens, H., 2013, In: Pediatric Pulmonology. 48, S36, p. 354 1 p., 408.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  39. Published

    The effect of inspiration on airway dimensions measured in CT images from the Danish Lung Cancer Screening Trial

    Petersen, Jens, Wille, M., Thomsen, L., Feragen, A., Dirksen, A. & de Bruijne, Marleen, 2013, In: Insights into Imaging. 4, Supplement 1, p. 183 1 p., B-0163.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  40. Published

    The effect of CFTR modulators on structural lung disease in cystic fibrosis

    Mok, L. C., Garcia-Uceda, A., Cooper, M. N., Kemner-Van De Corput, M., de Bruijne, Marleen, Feyaerts, N., Rosenow, T., De Boeck, K., Stick, S. & Tiddens, H. A. W. M., 2023, In: Frontiers in Pharmacology. 14, 10 p., 1147348.

    Research output: Contribution to journal › Journal article › Research › peer-review

  41. Published

    The development of bronchiectasis on chest computed tomography in children with cystic fibrosis: can pre-stages be identified?

    Tepper, L. A., Caudri, D., Rovira, A. P., Tiddens, H. A. W. M. & de Bruijne, Marleen, 2016, In: European Radiology. 26, 12, p. 4563-4569 7 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  42. Published

    The Third International Workshop on Pulmonary Image Analysis

    Brown, M. (ed.), de Bruijne, Marleen (ed.), Ding, K. (ed.), van Ginneken, B. (ed.), Kiraly, A. (ed.), Kuhnigk, J. (ed.), McClelland, J. R. (ed.), Mori, K. (ed.) & Reinhardt, J. M. (ed.), 2010, CreateSpace Independent Publishing Platform . 170 p.

    Research output: Book/Report › Anthology › Research › peer-review

  43. Published

    The Second International Workshop on Pulmonary Image Analysis

    Brown, M. (ed.), de Bruijne, Marleen (ed.), van Ginneken, B. (ed.), Kiraly, A. (ed.), Kuhnigk, J. (ed.), Lorenz, C. (ed.), McClelland, J. R. (ed.), Mori, K. (ed.), Reeves, A. (ed.) & Reinhardt, J. M. (ed.), 2009, CreateSpace. 410 p.

    Research output: Book/Report › Anthology › Research › peer-review

  44. Published

    The Fourth International Workshop on Pulmonary Image Analysis

    Beichel, R. (ed.), de Bruijne, Marleen (ed.), van Ginneken, B. (ed.), Kabus, S. (ed.), Kiraly, A. (ed.), Kuhnigk, J. (ed.), McClelland, J. (ed.), Mori, K. (ed.), van Rikxoort, E. (ed.) & Rit, S. (ed.), 2011, CreateSpace Independent Publishing Platform . 270 p.

    Research output: Book/Report › Anthology › Research

  45. Published

    The First International Workshop on Pulmonary Image Analysis

    Brown, M. (ed.), de Bruijne, Marleen (ed.), van Ginneken, B. (ed.), Kiraly, A. (ed.), Kuhnigk, J. (ed.), Lorenz, C. (ed.), Mori, K. (ed.) & Reinhardt, J. (ed.), 2008, Lulu.com. 316 p.

    Research output: Book/Report › Anthology › Research › peer-review

  46. Published

    The Fifth International Workshop on Pulmonary Image Analysis: Nagoya, Japan, September 26, 2013

    Beichel, R. R. (ed.), de Bruijne, Marleen (ed.), Kabus, S. (ed.), Kiraly, A. P. (ed.), Kuhnigk, J. (ed.), McClelland, J. R. (ed.), Kitasaka, T. (ed.), van Rikxoort, E. (ed.) & Rit, S. (ed.), 2013, CreateSpace Independent Publishing Platform . 160 p.

    Research output: Book/Report › Book › Research › peer-review

  47. Published

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

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  48. Published

    Texture classification in pulmonary CT

    Sørensen, L., J. Gangeh, M., B. Shaker, S. & de Bruijne, Marleen, 2011, Lung imaging and computer-aided diagnosis. El-Baz, A. & Suri, J. S. . (eds.). CRC Press, p. 343–367 25 p.

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  49. Published

    Texture Classification in Lung CT Using Local Binary Patterns

    Sørensen, L. E. B. L., Shaker, S. B. & de Bruijne, Marleen, 2008, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008: 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I. Metaxas, D., Axel, L., Fichtinger, G. & Szekely, G. (eds.). Springer, p. 934-941 8 p. (Lecture notes in computer science; No. 5241).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  50. Published

    Texture Based Emphysema Quantification in Lung CT

    Sørensen, L. E. B. L., Shaker, S. B. & de Bruijne, Marleen, 2008, The First International Workshop on Pulmonary Image Analysis: MICCAI 2008 Workshop Proceedings. Brown, M., de Bruijne, M., van Ginneken, B., Kiraly, A., Kuhnigk, J-M., Lorenz, C., Mori, K. & Reinhardt, J. (eds.). Lulu.com, p. 5-14 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  51. Published

    Technical challenges of quantitative chest MRI data analysis in a large cohort pediatric study

    Nguyen, A. H., Perez-Rovira, A., Wielopolski, P. A., Hernandez Tamames, J. A., Duijts, L., de Bruijne, Marleen, Aliverti, A., Pennati, F., Ivanovska, T., Tiddens, H. A. W. M. & Ciet, P., 2019, In: European Radiology. 29, 6, p. 2770–2782

    Research output: Contribution to journal › Journal article › Research › peer-review

  52. Submitted

    Supervised shape learning for fracture prediction

    de Bruijne, Marleen, Nielsen, Mads & Pettersen, P., 2008, (Submitted) 10 Apr 2008

    Research output: Patent

  53. Published

    Supervised shape analysis for risk assessment in osteoporosis

    de Bruijne, Marleen & Pettersen, P., 2008, Biomedical Imaging: From Nano to Macro, 2008 IEEE international Symposium on Biomedical Imaging. IEEE Communications Society, Vol. 1-4. p. 1581-1584 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  54. Published

    Supervised in-vivo plaque characterization incorporating class label uncertainty

    Engelen, A. V., Niessen, W. J., Klein, S., Groen, H. C., Verhagen, H. J. M., Wentzel, J. J., van der Lugt, A. & de Bruijne, Marleen, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI). IEEE, p. 246-249 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  55. Published

    Supervised image segmentation across scanner protocols: a transfer learning approach

    van Opbroek, A., Ikram, M. A., Vernooij, M. W. & de Bruijne, Marleen, 2012, Machine Learning in Medical Imaging: Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Revised Selected Papers. Wang, F., Shen, D., Yan, P. & Suzuki, K. (eds.). Springer, p. 160-167 8 p. (Lecture notes in computer science, Vol. 7588).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  56. Published

    Statistical tracking of tree-like tubular structures with efficient branching detection in 3D medical image data

    Wang, X., Heimann, T., Lo, P., Sumkauskaite, M., Puderbach, M., de Bruijne, Marleen, Meinzer, H. P. & Wegner, I., 2012, In: Physics in Medicine and Biology. 57, 16, p. 5325-5342 18 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  57. Published

    Statistical shape model-based femur kinematics from biplane fluoroscopy

    Baka, N., de Bruijne, Marleen, Walsum, T. V., Kaptein, B. L., Giphart, J. E., Schaap, M., Niessen, W. J. & Lelieveldt, B. P. F., 2012, In: I E E E Transactions on Medical Imaging. 31, 8, p. 1573-1583 11 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  58. 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, Marleen, 2013, In: Medical Image Analysis. 17, 6, p. 698-709 12 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  59. Published

    Standardization of a chest-CT protocol for multi-center trial in cystic fibrosis (CF) infants

    Ciet, P., Graniel, K. G., Stick, S., de Bruijne, Marleen, Tiddens, H. & van Straten, M., 2012, In: Journal of Thoracic Imaging. 27, 5, p. W127 1 p., O47.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  60. Published

    Spirometer-controlled cine magnetic resonance imaging to diagnose tracheobronchomalacia in pediatric patients

    Ciet, P., Wielopolski, P., Manniesing, R., Lever, S., de Bruijne, Marleen, Morana, G., Muzzio, P. C., Lequin, M. H. & Tiddens, H. A. W. M., 2014, In: European Respiratory Journal. 43, 1, p. 115-124 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  61. Published

    Spine Shape Predicts Vertebral Fractures in Postmenopausal Women

    de Bruijne, Marleen, Pettersen, P. C., A. Ghosh, M. G. Sorensen & Nielsen, Mads, 2008, In: Journal of Bone and Mineral Research. Supl. S, p. S37 1 p.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  62. Published

    Spinal image processing method, involves segmenting image of two vertebrae to obtain data representative of shape and size of vertebrae, and comparing shape and size with predicted unfractured shape and size of vertebrae

    de Bruijne, Marleen, Lund, M., Nielsen, Mads & Pettersen, P., 2006, IPC No. G06T-007/00, Patent No. WO2006087190-A1, 24 Aug 2006, Priority date 16 Feb 2005, Priority No. GB003236

    Research output: Patent

  63. Published

    Spectral Data Augmentation Techniques to Quantify Lung Pathology from CT-Images

    Kayal, S., Dubost, F., Tiddens, H. A. W. M. & de Bruijne, Marleen, Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE, p. 586-590 9098581

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  64. Published

    Special Issue on Tribute Workshop for Peter Johansen

    Nielsen, Mads, de Bruijne, Marleen, Jørgensen, Camilla Holm, Olsen, Søren Ingvor, Steenstrup Pedersen, Kim & Sporring, Jon, 2008, In: Journal of Mathematical Imaging and Vision. 31, 2-3, p. 119-120

    Research output: Contribution to journal › Editorial › Research

  65. Published

    Spatially regularized shape analysis of the hippocampus using P-spline based shape regression

    Achterberg, H. C., de Rooi, J., Vernooij, M., Ikram, A., Niessen, W., Eilers, P. & de Bruijne, Marleen, 2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 3, p. 825-834

    Research output: Contribution to journal › Journal article › Research › peer-review

  66. Published

    Sleep and perivascular spaces in the middle-aged and elderly population

    Lysen, T. S., Yilmaz, P., Dubost, F., Ikram, M. A., de Bruijne, Marleen, Vernooij, M. W. & Luik, A. I., 2022, In: Journal of Sleep Research. 31, 2, p. 1-* e13485.

    Research output: Contribution to journal › Journal article › Research › peer-review

  67. Published

    Short-term effect of changes in smoking behaviour on emphysema quantification by CT

    Ashraf, H., Lo, P. C. P., Shaker, S. B., de Bruijne, Marleen, Dirksen, A., Tønnesen, P., Dahlbäck, M. & Pedersen, J. J. H., 2011, In: Thorax. 66, 1, p. 55-60

    Research output: Contribution to journal › Journal article › Research › peer-review

  68. Published

    Shape-based assessment of vertebral fracture risk in postmenopausal women using discriminative shape alignment

    Crimi, A., Loog, M., de Bruijne, Marleen, Nielsen, Mads & Lillholm, Martin, 2012, In: Academic Radiology. 19, 4, p. 446-454 9 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  69. Shape particle guided tissue classification

    de Bruijne, Marleen, 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06). IEEE Computer Society Press, p. 64

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  70. Shape Particle Filtering for Image Segmentation

    de Bruijne, Marleen & Nielsen, M., 2004, Medical Image Computing and Computer-Assisted Intervention – MICCAI: 7th International Conference, Saint-Malo, France, September 26-29, 2004. Proceedings, Part I. <Forlag uden navn>, p. 168-175 (Lecture notes in computer science, Vol. 3216/2004).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  71. Published

    Semi-supervised Medical Image Segmentation via Learning Consistency Under Transformations

    Bortsova, G., Dubost, F., Hogeweg, L., Katramados, I. & de Bruijne, Marleen, 1 Jan 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer VS, p. 810-818 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11769 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  72. Submitted

    Semi-automatic vertebral contour detection: II

    Iglesias, J. E. & de Bruijne, Marleen, 2007, (Submitted) Patent No. P15268GB, 1 Jun 2007

    Research output: Patent

  73. Submitted

    Semi-automatic vertebral contour detection: III

    Iglesias, J. E. & de Bruijne, Marleen, 2007, (Submitted) Patent No. P15316GB, 20 Sep 2007

    Research output: Patent

  74. Submitted

    Semi-automatic vertebral contour detection: I

    Iglesias, J. E. & de Bruijne, Marleen, 2007, (Submitted) Patent No. P15203GB, 18 May 2007

    Research output: Patent

  75. Published

    Semi-automatic segmentation of vertebrae in lateral X-rays using a conditional shape model

    Iglesias, J. E. & de Bruijne, Marleen, 2007, In: Academic Radiology. 14, 10, p. 1156-1165

    Research output: Contribution to journal › Journal article › Research › peer-review

  76. Published

    Semi-automatic detection of calcifications using nonlinear stretching on X-ray images

    Conrad-Hansen, L. A., de Bruijne, Marleen, Nielsen, Mads & Petrou, M., 2007, Medical Imaging 2007: Computer-aided diagnosis, 20-22 February, 2007, San Diego, California, USA. Giger, M. L. & Karssemeijer, N. (eds.). SPIE, 7 p. (Proceedings of SPIE; No. 6514).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  77. Published

    Semi-automatic aortic endograft localisation for post-operative evaluation of endovascular aneurysm treatment

    de Bruijne, Marleen, Niessen, W., Maintz, J. & Viergever, M., 2001, MEDICAL IMAGING: 2001: IMAGE PROCESSING, PTS 1-3. Vol. 2. p. 395-406

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  78. Published

    Segmentation of intracranial arterial calcification with deeply supervised residual dropout networks

    Bortsova, G., van Tulder, G., Dubost, F., Peng, T., Navab, N., van der Lugt, A., Bos, D. & de Bruijne, Marleen, 2017, Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III. Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D. L. & Duchesne, S. (eds.). Springer, p. 356-364 9 p. (Lecture notes in computer science, Vol. 10435).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  79. Published

    Scalable kernels for graphs with continuous attributes

    Feragen, A., Kasenburg, N., Petersen, Jens, de Bruijne, Marleen & Borgwardt, K., 2013, 27th Annual Conference on Neural Information Processing Systems 2013: NIPS 2013. Burges, C. J. C., Bottou, L., Welling, M., Ghahramani, Z. & Weinberger, K. Q. (eds.). Curran Associates, Inc., p. 216-224 9 p. (Advances in Neural Information Processing Systems, Vol. 26).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  80. Published

    Robust shape regression for supervised vessel segmentation and its application to coronary segmentation in CTA

    Schaap, M., van Walsum, T., Neefjes, L., Metz, C., Capuano, E., de Bruijne, Marleen & Niessen, W., 2011, In: IEEE Transactions on Medical Imaging. 30, 11, p. 1974-1986 13 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  81. 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, Marleen, 2015, In: European Journal of Radiology. 84, 6, p. 1184-1190 7 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  82. Published

    Reversibility of trapped air on CT scans of cystic fibrosis patients, an automated approach

    Loeve, M., de Bruijne, Marleen, Gorbunova, V., Hop, W. C. & Tiddens, H. A. W. M., 2011, In: Journal of Cystic Fibrosis. 10 , Supplement 1 , p. S51 1 p., 201.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  83. Published

    Respiratory muscle movement in Pompe disease using cine Magnetic Resonance Imaging

    Ciet, P., Wens, S., Perez-Rovira, A., Logie, K., Wielopolski, P., de Bruijne, Marleen, Ploeg, A. V. D., Doorn, P. V. & Tiddens, H., 2013.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  84. Published

    Reproducibility of a combined artificial intelligence and optimal-surface graph-cut method to automate bronchial parameter extraction

    Dudurych, I., Garcia-Uceda, A., Petersen, Jens, Du, Y., Vliegenthart, R. & de Bruijne, Marleen, 2023, In: European Radiology. 33, p. 6718–6725

    Research output: Contribution to journal › Journal article › Research › peer-review

  85. Published

    Representation learning for cross-modality classification

    Tulder, G. V. & de Bruijne, Marleen, 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. (Lecture notes in computer science, Vol. 10081).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  86. Published

    Reply: Excess risk of cancer from computed tomography scan is small but not so low as to be incalculable

    Rosenow, T., Oudraad, M. C. J., Murray, C. P., Turkovic, L., Kuo, W., de Bruijne, Marleen, Ranganathan, S. C., Tiddens, H. A. W. M. & Stick, S. M., 2015, In: American Journal of Respiratory and Critical Care Medicine. 192, 11, p. 1397-1399 3 p.

    Research output: Contribution to journal › Journal article › Research

  87. Published

    Reliability of computer-assisted periacetabular osteotomy using a minimally invasive approach

    De Raedt, S., Mechlenburg, I., Stilling, M., Rømer, L., Murphy, R. J., Armand, M., Lepistö, J., de Bruijne, Marleen & Søballe, K., 2018, In: International Journal of Computer Assisted Radiology and Surgery. 13, 12, p. 2021-2028 8 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  88. Published

    Relation between wall shear stress and carotid artery wall thickening MRI versus CFD

    Cibis, M., Potters, W. V., Selwaness, M., Gijsen, F. J., Franco, O. H., Arias Lorza, A. M., de Bruijne, Marleen, Hofman, A., van der Lugt, A., Nederveen, A. J. & Wentzel, J. J., 2016, In: Journal of Biomechanics. 49, 5, p. 735-741 7 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  89. Published

    Regression-based cardiac motion prediction from single-phase CTA

    Metz, C. T., Baka, N., Kirisli, H., Schaap, M., Klein, S., Neefjes, L. A., Mollet, N. R., Lelieveldt, B., de Bruijne, Marleen, Niessen, W. J. & Walsum, T. V., 2012, In: I E E E Transactions on Medical Imaging. 31, 6, p. 1311-1325 15 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  90. Published

    Region-of-interest guided supervoxel inpainting for self-supervision

    Kayal, S., Chen, S. & de Bruijne, Marleen, 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer VS, p. 500-509 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12261 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  91. Published

    Reference values and variation of acetabular angles measured by computed tomography in 170 asymptomatic hips

    Mechlenburg, I., Stilling, M., Rømer, L., de Bruijne, Marleen, Søballe, K. & de Raedt, S., 28 Feb 2019, In: Acta Radiologica. 60, 7, p. 895–901

    Research output: Contribution to journal › Journal article › Research › peer-review

  92. Quantizing Calcification in the Lumbar Aorta on 2-D Lateral X-Ray Images

    Conrad-Hansen, L. A., de Bruijne, Marleen, Lauze, F., Tanko, L. B. & Nielsen, M., 2005, Computer Vision for Biomedical Image Applications: ICCV workshop. <Forlag uden navn>, p. 409-418 (Lecture notes in computer science, Vol. 3765/2005).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  93. Quantitative vertebral morphometry using neighbor-conditional shape models

    de Bruijne, Marleen, Lund, M. T., Tankó, L. B., Pettersen, P. C. & Nielsen, M., 2006, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2006: 9th International Conference, Copenhagen, Denmark, October 1-6, 2006. Proceedings, Part I. <Forlag uden navn>, p. 1-8 (Lecture notes in computer science, Vol. 4190/2006).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  94. Published

    Quantitative vertebral morphometry using neighbor-conditional shape models

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

    Research output: Contribution to journal › Journal article › Research › peer-review

  95. Quantitative imaging biomarkers in neurologic disease: population study perspective

    Niessen, W. J., Vrooman, H. A., de Boer, R., van der Lijn, F., Achterberg, H. C., Koek, M., Klein, S., van der Lugt, A., de Bruijne, Marleen, Ikram, M. A. & Vernooij, M. W., 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI). IEEE, p. 911 1 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review

  96. Published

    Quantitative image analysis using statistical models

    de Bruijne, Marleen, 2007, International workshop on image analysis in the life sciences: Theory and applications. Johannes Kepler Universität, Linz (Austria), february 28 - March 2, 2007. p. 10 1 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Commissioned

  97. Published

    Quantitative analysis of pulmonary emphysema using local binary patterns

    Sørensen, L. E. B. L., Shaker, S. B. & de Bruijne, Marleen, 2010, In: IEEE Transactions on Medical Imaging. 29, 2, p. 559-569 11 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  98. Published

    Quantitative analysis of airway abnormalities in CT

    Petersen, Jens, Lo, P. C. P., Nielsen, Mads, Edula, G., Ashraf, H., Dirksen, A. & de Bruijne, Marleen, 2010, Medical Imaging 2010: computer-aided Diagnosis. Karssemeijer, N. & Summers, R. M. (eds.). SPIE - International Society for Optical Engineering, 12 p. 76241S. (Progress in Biomedical Optics and Imaging; No. 34, Vol. 11).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  99. Published

    Quantitative airway analysis in longitudinal studies using groupwise registration and 4D optimal surfaces

    Petersen, Jens, Modat, M., Cardoso, M. J., Dirksen, A., Ourselin, S. & de Bruijne, Marleen, 2013, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013: 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II. Mori, K., Sakuma, I., Sato, Y., Barillot, C. & Navab, N. (eds.). Springer, Vol. 2. p. 287-294 8 p. (Lecture notes in computer science, Vol. 8150).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  100. Published

    Quantitative Comparison of Monte-Carlo Dropout Uncertainty Measures for Multi-class Segmentation

    Camarasa, R., Bos, D., Hendrikse, J., Nederkoorn, P., Kooi, E., van der Lugt, A. & de Bruijne, Marleen, 2020, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - 2nd International Workshop, UNSURE 2020, and 3rd International Workshop, GRAIL 2020, Held in Conjunction with MICCAI 2020, Proceedings. Sudre, C. H., Fehri, H., Arbel, T., Baumgartner, C. F., Dalca, A., Tanno, R., Van Leemput, K., Wells, W. M., Sotiras, A., Papiez, B., Ferrante, E. & Parisot, S. (eds.). Springer, p. 32-41 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12443 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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