Mr. Joris van Vugt Profile

Joris van Vugt

at Radboud Univ Nijmegen

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Publications (2)

Proceedings Article | 13 March 2019 Presentation + Paper

Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation

Joris van Vugt, Elena Marchiori, Ritse Mann, Albert Gubern-Mérida, Nikita Moriakov, Jonas Teuwen

Proceedings Volume 10950, 1095002 (2019) https://doi.org/10.1117/12.2512940

KEYWORDS: Mammography, Data modeling, Breast, Digital mammography, Machine learning, Diagnostics, Breast cancer

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Proceedings Article | 27 February 2018 Paper

Cerebral microbleed detection in traumatic brain injury patients using 3D convolutional neural networks

K. Standvoss, T. Crijns, L. Goerke, D. Janssen, S. Kern, T. van Niedek, J. van Vugt, N. Alfonso Burgos, E. Gerritse, J. Mol, D. van de Vooren, M. Ghafoorian, T. L. A. van den Heuvel, R. Manniesing

Proceedings Volume 10575, 105751D (2018) https://doi.org/10.1117/12.2294016

KEYWORDS: Traumatic brain injury, Brain, 3D image processing, Convolutional neural networks, Blood vessels, Network architectures, Convolution, Solid modeling, Neuroimaging, Computer aided diagnosis and therapy

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