Marleen de Bruijne
Professor
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
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DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data
Chatterjee, S., Prabhu, K., Pattadkal, M., Bortsova, G., Sarasaen, C., Dubost, F., Mattern, H., de Bruijne, Marleen, Speck, O. & Nürnberger, A., 22 Sep 2022, In: Journal of Imaging. 8, 10, p. 1-22 259.Research output: Contribution to journal › Journal article › Research › peer-review
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Automated registration of freehand B-mode ultrasound and magnetic resonance imaging of the carotid arteries based on geometric features
Carvalho, D. D. B., Arias Lorza, A. M., Niessen, W. J., de Bruijne, Marleen & Klein, S., 2017, In: Ultrasound in Medicine & Biology. 43, 1, p. 273–285 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
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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
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A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation
Camarasa, R., Bos, D., Hendrikse, J., Nederkoorn, P., Kooi, M. E., Lugt, A. V. D. & de Bruijne, Marleen, 22 Sep 2021, In: The Journal of Machine Learning for Biomedical Imaging. 2021, p. 1-39 013.Research output: Contribution to journal › Journal article › Research › peer-review
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Nested star-shaped objects segmentation using diameter annotations
Camarasa, R., Kervadec, H., Kooi, M. E., Hendrikse, J., Nederkoorn, P. J., Bos, D. & de Bruijne, Marleen, 2023, In: Medical Image Analysis. 90, 11 p., 102934.Research output: Contribution to journal › Journal article › Research › peer-review
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Differentiable Boundary Point Extraction for Weakly Supervised Star-shaped Object Segmentation
Camarasa, R., Kervadec, H., Bos, D. & de Bruijne, Marleen, 2022, In: Proceedings of Machine Learning Research. 172, p. 188-198Research output: Contribution to journal › Conference article › Research › peer-review
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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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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
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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
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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
ID: 545222
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3302
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Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge
Research output: Contribution to journal › Journal article › Research › peer-review
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2337
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Atherosclerotic plaque component segmentation in combined carotid MRI and CTA data incorporating class label uncertainty
Research output: Contribution to journal › Journal article › Research › peer-review
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2147
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Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women
Research output: Contribution to journal › Journal article › Research › peer-review
Published