Marleen de Bruijne

Marleen de Bruijne

Professor

ORCID: 0000-0002-6328-902X

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  1. Published

    Classification of COPD with multiple instance learning

    Cheplygina, V., Sørensen, L. E. B. L., Tax, D., Pedersen, J. J. H., Loog, M. & de Bruijne, Marleen, 2014, 22nd International Conference on Pattern Recognition (ICPR) 2014. IEEE, p. 1508-1513 6 p. (International Conference on Pattern Recognition).

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

  2. Published

    Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem

    Tennakoon, R., Bortsova, G., Orting, S., Gostar, A. K., Wille, M. M. W., Saghir, Zaigham, Hoseinnezhad, R., de Bruijne, Marleen & Bab-Hadiashar, A., 2020, In: IEEE Transactions on Medical Imaging. 39, 4, p. 854-865

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

  3. Published

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

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

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

  4. Published

    Comparing inspiratory and expiratory computed tomography protocols for monitoring mild CF lung disease

    Loeve, M., Lequin, M. H., de Bruijne, Marleen, Hartmann, I. J., Hop, W. C. & Tiddens, H. A., 2008, 45th Annual Meeting of the European Society of Paediatric Radiology.

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

  5. Published

    Comparison of CT and CMR for detection and quantification of carotid artery calcification: the Rotterdam Study

    Mujaj, B., Lorza, A. M. A., van Engelen, A., de Bruijne, Marleen, Franco, O. H., van der Lugt, A., Vernooij, M. W. & Bos, D., 6 Mar 2017, In: Journal of Cardiovascular Magnetic Resonance. 19, 1, 7 p., 28.

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

  6. Published

    Comparison of shape regression methods under landmark position uncertainty

    Baka, N., Metz, C., Schaap, M., Lelieveldt, B., Niessen, W. & de Bruijne, Marleen, 2011, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011: 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part II. Fichtinger, G., Martel, A. & Peters, T. (eds.). Springer, Vol. Part II. p. 434-441 8 p. (Lecture notes in computer science, Vol. 6892).

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

  7. Published

    Computer based measure of kyphosis predicts fractures in the thoracic spine of postmenopausal women

    Pettersen, P. C., de Bruijne, Marleen, Chen, J., He, Q., Tankó, L. B. & Christiansen, C., 2007, Abstracts of the 29th annual meeting of the American society for bone and mineral research. ASBMR, 1 p.

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

  8. Published

    Conditional shape models for cardiac motion estimation

    Metz, C., Baka, N., Kirisli, H., Schaap, M., van Walsum, T., Klein, S., Neefjes, L., Mollet, N., Lelieveldt, B., de Bruijne, Marleen & Niessen, W., 2010, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010: 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part I. Jiang, T., Navab, N., Pluim, J. P. W. & Viergever, M. A. (eds.). Springer, Vol. Part I. p. 452-459 8 p. (Lecture notes in computer science; No. 6361).

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

  9. Published

    Confidence of model based shape reconstruction from sparse data

    Baka, N., de Bruijne, Marleen, Reiber, J. H. C., Niessen, W. & Lelieveldt, B. P. F., 2010, 2010 IEEE International Symposium on Biomedical Imaging: from nano to macro. IEEE, p. 1077-1080 4 p.

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

  10. Published

    Cooperative carotid artery centerline extraction in MRI

    Arias-Lorza, A. M., Bos, D., van der Lugt, A. & de Bruijne, Marleen, May 2018, In: PLOS ONE. 13, 5, 16 p., e0197180.

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

  11. Published

    Correction of quantitative emphysema measures with density calibration based on measurements in the trachea

    Mol, C., Ginneken, B. V., de Bruijne, Marleen, Jong, P., Oudkerk, M., Dirksen, A. & Zanen, P., 2010.

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

  12. Published

    Creating a training set for artificial intelligence from initial segmentations of airways

    Dudurych, I., Garcia-Uceda, A., Saghir, Zaigham, Tiddens, H. A. W. M., Vliegenthart, R. & de Bruijne, Marleen, 2021, In: European radiology experimental. 5, 1, 7 p., 54.

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

  13. Published

    Crowdsourced emphysema assessment

    Ørting, S. N., Cheplygina, V., Petersen, Jens, Thomsen, L. H., Wille, M. M. W. & de Bruijne, Marleen, 2017, Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings. Cardoso, M. J., Arbel, T., Lee, S-L., Cheplygina, V., Balocco, S., Mateus, D., Zahnd, G., Maier-Hein, L., Dermirci, S., Granger, E., Duong, L., Carbonneau, M-A., Albarquoni, S. & Carneiro, G. (eds.). Springer, p. 126-135 10 p. (Lecture notes in computer science, Vol. 10552).

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

  14. Published

    Crowdsourcing airway annotations in chest computed tomography images

    Cheplygina, V., Perez-Rovira, A., Kuo, W., Tiddens, H. A. W. M. & de Bruijne, Marleen, 2021, In: PLoS ONE. 16, e0249580.

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

  15. Published

    Current density profiles measured with multi-position tangential Thomson scattering in the RTP tokamak

    Karelse, F. A., de Bruijne, Marleen, Beurskens, M. N. A., Barth, C. J., Hogeweij, G. M. D., Cardozo, N. J. L., Meiden, H. J. V. D., Pijper, F. J. & RTP-team, T., 1 Jun 1997, Proceedings of the 24th EPS Conference on Controlled Fusion and Plasma Physics. Schittenhelm, M., Bartiromo, R. & Wagner, F. (eds.). Vol. 21A Part II. p. 621-624 4 p.

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

  16. Published

    Curve- and Surface-based Registration of Lung CT images via Currents

    Gorbunova, V., Durrleman, S., Lo, P., Pennec, X. & de Bruijne, Marleen, 2009, The Second International Workshop on Pulmonary Image Analysis. Brown, M., de Bruijne, M., van Ginneken, B., Kiraly, A., Kuhnigk, J-M., Lorenz, C., McClelland, J. R., Mori, K., Reeves, A. & Reinhardt, J. M. (eds.). CreateSpace, p. 15-25 11 p.

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

  17. Published

    Cystic Fibrosis: Are Volumetric Ultra-Low-Dose Expiratory CT Scans Sufficient for Monitoring Related Lung Disease?

    Loeve, M., Lequin, M. H., de Bruijne, Marleen, Hartmann, I. C., Gerbrands, K., Straten, M. V., Hop, W. J. & Tiddens, H. A. W. M., 2009, In: Radiology. 253, p. 223 229 p.

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

  18. Published

    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

  19. Published

    Decline in lung density is accelerated in active smokers

    Shaker, S. B., Dirksen, A., Lo, P. C. P., Skovgaard, Lene Theil, de Bruijne, Marleen & Pedersen, J. J. H., 2011. 1 p.

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

  20. Published

    Deep Learning from Label Proportions for Emphysema Quantification

    Bortsova, G., Dubost, F., Ørting, S., Katramados, I., Hogeweg, L., Thomsen, L., Wille, M. & de Bruijne, Marleen, 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018: 21st International Conference, 2018, Proceedings Part II. Frangi, A. F., Schnabel, J. A., Davatzikos, C., Alberola-López, C. & Fichtinger, G. (eds.). Springer, p. 768-776 (Lecture notes in computer science, Vol. 11071).

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

  21. Published

    Deep Multi-instance Volumetric Image Classification with Extreme Value Distributions

    Tennakoon, R., Gostar, A. K., Hoseinnezhad, R., de Bruijne, Marleen & Bab-Hadiashar, A., 2019, Computer Vision - ACCV 2018: 14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers. Li, H., Jawahar, C. V., Mori, G. & Schindler, K. (eds.). Springer, p. 590-604 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11363 LNCS).

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

  22. Published

    Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge

    Lalande, A., Chen, Z., Pommier, T., Decourselle, T., Qayyum, A., Salomon, M., Ginhac, D., Skandarani, Y., Boucher, A., Brahim, K., de Bruijne, M., Camarasa, R., Correia, T. M., Feng, X., Girum, K. B., Hennemuth, A., Huellebrand, M., Hussain, R., Ivantsits, M., Ma, J. & 13 others, Meyer, C., Sharma, R., Shi, J., Tsekos, N. V., Varela, M., Wang, X., Yang, S., Zhang, H., Zhang, Y., Zhou, Y., Zhuang, X., Couturier, R. & Meriaudeau, F., 2022, In: Medical Image Analysis. 79, p. 1-12 102428.

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

  23. Published

    Detecting emphysema with multiple instance learning

    Orting, S. N., Petersen, Jens, Thomsen, L. H., Wille, M. M. W. & de Bruijne, Marleen, 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE, p. 510-513

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

  24. Published

    Determinants of Perivascular Spaces in the General Population: A Pooled Cohort Analysis of Individual Participant Data

    Evans, T. E., Knol, M. J., Schwingenschuh, P., Wittfeld, K., Hilal, S., Ikram, M. A., Dubost, F., Van Wijnen, K. M. H., Katschnig, P., Yilmaz, P., de Bruijne, Marleen, Habes, M., Chen, C., Langer, S., Völzke, H., Ikram, M. K., Grabe, H. J., Schmidt, R., Adams, H. H. H. & Vernooij, M. W., 2023, In: Neurology. 100, 2, p. E107-E122

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

  25. Published

    Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

    Jimenez-Solem, E., Petersen, T. S., Hansen, C., Hansen, C., Lioma, C., Igel, C., Boomsma, W., Krause, O., Lorenzen, S., Selvan, R., Petersen, J., Nyeland, M. E., Ankarfeldt, M. Z., Virenfeldt, G. M., Winther-Jensen, M., Linneberg, A., Ghazi, M. M., Detlefsen, N., Lauritzen, A. D., Smith, A. G. & 15 others, de Bruijne, Marleen, Ibragimov, Bulat, Petersen, Jens, Lillholm, Martin, Middleton, Jon Anthony, Mogensen, S. H., Thorsen-Meyer, H., Perner, Anders, Helleberg, M., Kaas-Hansen, Benjamin Skov, Bonde, M., Bonde, A., Pai, A., Nielsen, Mads & Sillesen, Martin Hylleholt, 2021, In: Scientific Reports. 11, 1, 12 p., 3246.

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

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