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• Automatic myocardial scar segmentation and quantification in LGE CMR images

  Author: Borleh, A., 27 Aug 2020

  Supervisor: Pluim, J. P. (Supervisor 1), Breeuwer, M. (Supervisor 2) & Hilbers, P. A. (Supervisor 2)

  Student thesis: Master

• The effect of deriving parametric maps with artificial neural networks on proton beam dose calculations

  Author: van Wagenberg, T., 28 May 2020

  Supervisor: Raaijmakers, A. J. (Supervisor 1), Cheplygina, V. (Supervisor 2) & Lopata, R. G. (Supervisor 2)

  Student thesis: Master

• Dosimetric evaluation of central lung SBRT on the MR-linac: a case series

  Author: van den Dobbelsteen, M., 24 Sep 2020

  Supervisor: Raaijmakers, A. J. (Supervisor 1), Hackett, S. (External person) (External coach) & Fast, M. (External person) (External coach)

  Student thesis: Master

• Tackling B1+ inhomogeneity problems at high field MRI to be able to predict neoadjuvant chemotherapy response in breast cancer patients

  Author: Elschot, E., 30 Jan 2020

  Supervisor: Raaijmakers, A. (Supervisor 1), Breeuwer, M. (Supervisor 2), Eduati, F. (Supervisor 2), Wijnen, J. P. (External coach) & van den Wildenberg, L. (External coach)

  Student thesis: Master

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• Improved image guidance for CT-guided ablation of liver tumours

  Author: Babijn, A., 27 Aug 2020

  Supervisor: Pluim, J. P. (Supervisor 1), van Walsum, T. (External person) (External coach), Federica, F. (External person) (External coach) & van Eijnatten, M. (Supervisor 2)

  Student thesis: Master

• Developing a fluid-structure interaction model to study intraluminal thrombus in abdominal aorta aneurysms

  Author: Fonken, J., 27 Aug 2020

  Supervisor: Lopata, R. G. (Supervisor 1), van de Vosse, F. N. (Supervisor 2), van Sambeek, M. R. (Supervisor 2), Raaijmakers, A. J. (Supervisor 2) & Nievergeld, A. H. (Supervisor 2)

  Student thesis: Master

• Diffusion tensor residuals as a potential biomarker for brain tissue damage

  Author: van Rijn, A., 23 Apr 2020

  Supervisor: Pluim, J. P. (Supervisor 1), Leemans, A. L. (External person) (External coach) & De Luca, A. (External person) (External coach)

  Student thesis: Master

• MR-STAT in the brain and beyond

  Author: Grimbergen, G., 27 Aug 2020

  Supervisor: Raaijmakers, A. J. (Supervisor 1), Lopata, R. G. (Supervisor 2), Breeuwer, M. (Supervisor 2), Mandija, S. (External person) (External coach) & Bruijnen, T. (External coach)

  Student thesis: Master

• Optimising time-efficiency of subtle blood-brain barrier leakage measurement by using an interleaved MRI protocol

  Author: Voorter, P., 27 Aug 2020

  Supervisor: Pluim, J. P. (Supervisor 1), Jansen, J. F. (Supervisor 2), Veta, M. (Supervisor 2) & Huberts, W. (Supervisor 2)

  Student thesis: Master

• Improving algorithm evaluation in medical imaging segmentation challenges

  Author: Michels, B., 18 Jun 2020

  Supervisor: Cheplygina, V. (Supervisor 1), Pluim, J. P. (Supervisor 2) & Bosnacki, D. (Supervisor 2)

  Student thesis: Master

• Optimization and integration of image analysis techniques for myocardial perfusion imaging

  Author: van Wanrooij, M., 27 Aug 2020

  Supervisor: Lopata, R. G. (Supervisor 1), Peters, C. H. (External coach), van Eijnatten, M. (Supervisor 2) & Huberts, W. (Supervisor 2)

  Student thesis: Master

• Influence of image artifacts on image-based electrophysiological simulations using synthetic XCAT phantom and clinical LGE MR images

  Author: Kruithof, E., 27 Aug 2020

  Supervisor: Breeuwer, M. (Supervisor 1), Bovendeerd, P. H. (Supervisor 2), Veta, M. (Supervisor 2) & Lau, K. (External person) (External coach)

  Student thesis: Master

• Deep learning-based synthetic CT generation for brain MR-only radiotherapy: a multi-view approach on heterogeneous MRI of pediatric patients

  Author: Bentvelzen, L., 27 Aug 2020

  Supervisor: Breeuwer, M. (Supervisor 1), Maspero, M. (External person) (External coach) & Philippens, M. E. (External person) (External coach)

  Student thesis: Master

• Development and evaluation of radiation therapy dose distribution prediction models for breast cancer

  Author: Bakx, N., 27 Aug 2020

  Supervisor: Pluim, J. P. (Supervisor 1), Hurkmans, C. (External coach), Bluemink, H. (External coach) & Hagelaar, E. (External person) (External coach)

  Student thesis: Master

• Effect of SNR and user-defined tractography parameters on group analyses of diffusion tensor metrics

  Author: Vos, I., 27 Feb 2020

  Supervisor: Breeuwer, M. (Supervisor 1), Leemans, A. L. (External person) (External coach) & De Luca, A. (External person) (External coach)

  Student thesis: Master

• Deep learning based classification of spitzoid lesions on H&E stained histopathology whole slide images

  Author: van Kerkvoorde, J., 27 Aug 2020

  Supervisor: Veta, M. (Supervisor 1), van Eijnatten, M. (Supervisor 2), Bosnacki, D. (Supervisor 2), Blokx, W. A. (External person) (External coach) & Stathonikos, N. (External person) (External coach)

  Student thesis: Master

• 3D medical image segmentation with labeled and unlabeled data using autoencoders

  Author: Sital, C., 28 Nov 2019

  Supervisor: Raaijmakers, A. (Supervisor 1), Weese, J. (External person) (External coach) & Brosch, T. (External person) (External coach)

  Student thesis: Master

• X-ray image denoising using deep-learning

  Author: Giurgia, M., 29 Aug 2019

  Supervisor: Pluim, J. (Supervisor 1), Markvoort, B. (Supervisor 2), Veta, M. (Supervisor 2), Oliván-Bescós, J. (External person) (External coach) & Rongen, P. (External person) (External coach)

  Student thesis: Master

• Deep learning for the detection of cerebral microinfarcts in MR images

  Author: Volmer, L., 31 Oct 2019

  Supervisor: Pluim, J. (Supervisor 1), Veta, M. (Supervisor 2) & van Riel, N. (Supervisor 2)

  Student thesis: Master

• Real-time fMRI: multi-echo acquisition as a method for physiological confound reduction

  Author: Versteijlen, M., 29 Aug 2019

  Supervisor: Pluim, J. (Supervisor 1), Breeuwer, M. (Supervisor 2) & van Rietbergen, B. (Supervisor 2)

  Student thesis: Master

• Deep learning approaches for prostate cancer detection and grading in Bi-parametric MRI

  Author: de Vente, C., 29 Aug 2019

  Supervisor: Veta, M. (Supervisor 1), Vos, P. (External person) (External coach), van Riel, N. (Supervisor 2) & Pluim, J. (Supervisor 2)

  Student thesis: Master

• Primary tumor origin classification of lung nodules in spectral CT using transfer learning

  Author: Hesse, L., 20 Jun 2019

  Supervisor: Pluim, J. (Supervisor 1), de Jong, P. A. (External person) (External coach), Cheplygina, V. (Supervisor 2) & Eduati, F. (Supervisor 2)

  Student thesis: Master

• CycleGAN for coronay vessel segmentation

  Author: van den Bosch, P., 29 Aug 2019

  Supervisor: Pluim, J. (Supervisor 1), Bovendeerd, P. (Supervisor 2), Veta, M. (Supervisor 2) & Oliván-Bescós, J. (External person) (External coach)

  Student thesis: Master

• From hyperspectral data cube to tumor prediction

  Author: Weijtmans, P., 20 Jun 2019

  Supervisor: Pluim, J. (Supervisor 1) & Shan, C. (Supervisor 2)

  Student thesis: Master

• Brain blood perfusion and white matter integrity in accelerated cognitive ageing patiens with epilepsy

  Author: Stevens, J., 31 Oct 2019

  Supervisor: Breeuwer, M. (Supervisor 1), Pluim, J. (Supervisor 2), Aldenkamp, A. (Supervisor 2), Zinger, S. (Supervisor 2), Mestrom, R. (Supervisor 2) & Bernas, A. (Supervisor 2)

  Student thesis: Master