Research output per year
Research output per year
Personal profile
Artificial Intelligence Expert
- Machine Learning: from Traditional Methods to Deep Neural Networks
- Computer Vision
- Knowledge Representation and Reasoning
- Data Dependencies, Quality and Enrichment
- Autonomous Agent Systems
- AI 4 Hardware
- Health and Well-being
- Smart & Service Industry
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Dive into the research topics where Christoph Brune is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors
Alblas, D., Brune, C. & Wolterink, J. M., 4 Apr 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE Press, Vol. 12032. 9 p. 120320Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Embedding artificial intelligence in society: looking beyond the EU AI master plan using the culture cycle
Borsci, S., Lehtola, V. V., Nex, F. C., Yang, M. Y., Augustijn, P. W. M., Bagheriye, L., Brune, C., Kounadi, O., Li, J. J., Rebelo Moreira, J. L., van der Nagel, J. E. L., Veldkamp, B. P., Le, D. V., Wang, M., Wijnhoven, F., Wolterink, J. M. & Zurita-Milla, R., 22 Jan 2022, In: AI & society.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile17 Downloads (Pure) -
Mesh convolutional neural networks for wall shear stress estimation in 3D artery models
Suk, J. M., de Haan, P., Lippe, P., Brune, C. & Wolterink, J. M., 1 Jan 2022, Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge: 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Revised Selected Papers. Puyol Antón, E., Young, A., Suinesiaputra, A., Pop, M., Martín-Isla, C., Sermesant, M., Camara, O. & Lekadir, K. (eds.). p. 93-102 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
Self-supervised Learning Through Colorization for Microscopy Images
Pandey, V., Brune, C. & Strisciuglio, N., 17 May 2022, (E-pub ahead of print/First online) Image Analysis and Processing – ICIAP 2022: 21st International Conference, Lecce, Italy, May 23-27, 2022. Proceedings, Part II. Sclaroff, S., Distante, C., Leo, M., Farinella, G. M. & Tombari, F. (eds.). Cham, Switzerland: Springer, p. 621-632 12 p. (Lecture Notes in Computer Science; vol. 13232).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Super-Resolved Microbubble Localization in Single-Channel Ultrasound RF Signals Using Deep Learning
Blanken, N., Wolterink, J. M., Delingette, H., Brune, C., Versluis, M. & Lajoinie, G., 11 Apr 2022, (E-pub ahead of print/First online) In: IEEE transactions on medical imaging.Research output: Contribution to journal › Article › Academic › peer-review
Prizes
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CMI-NEN seed-money award
Thibeau-Sutre, Elina (Recipient), Wolterink, Jelmer Maarten (Contributor), Brune, Christoph (Contributor), Consten, E. C. J. (Contributor), Geitenbeek, R. (Contributor) & Schurink, N. (Contributor), 22 Apr 2022
Prize
Activities
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Estimating Parameters in ODEs with Neural Networks
Manu Kalia (Speaker) & Christoph Brune (Contributor)
25 Jun 2020Activity: Talk or presentation › Invited talk
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George Papanikos
Christoph Brune (Host)
29 Jul 2018 → 1 Oct 2018Activity: Hosting a visitor › Hosting an academic visitor
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IFIP TC 7 Conference on System Modelling and Optimization 2018
Christoph Brune (Participant) & Matthias Schlottbom (Participant)
23 Jul 2018Activity: Participating in or organising an event › Organising a conference, workshop, ...
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IFIP TC 7 Conference on System Modelling and Optimization 2018
Matthias Schlottbom (Discussion leader) & Christoph Brune (Discussion leader)
2018Activity: Participating in or organising an event › Organising a conference, workshop, ...
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ACCEPT – Automated CTC Classification, Enumeration and Phenotyping
Leonie Laura Zeune (Speaker), Christoph Brune (Speaker), Guus van Dalum (Speaker) & Leonardus Wendelinus Mathias Marie Terstappen (Speaker)
8 Sep 2015Activity: Talk or presentation › Oral presentation