Student theses
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Deep Learning-Based Prediction of Ischemic Stroke Complications from CT Images: Insights into Epilepsy and Intracranial Hemorrhages
Author: van Iersel, G., 2023Supervisor: Pluim, J. P. W. (Supervisor 1), Elschot, E. P. (External coach) & Drenthen, G. S. (External coach)
Student thesis: Master
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Altered Global Organization of Structural Covariance Networks Relate to Childhood Absence Epilepsy
Author: Eussen, M. J. A., 2022Supervisor: Breeuwer, M. (Supervisor 1), Drenthen, G. S. (External coach), Bosnacki, D. (Supervisor 2) & Scannell, C. (Supervisor 2)
Student thesis: Master
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Development of Image Registration Workflow for Matching of Adolescent to Child Anatomy
Author: Husić, A., 25 Aug 2022Supervisor: Breeuwer, M. (Supervisor 1), Zachiu, C. (External person) (External coach) & Seravalli, E. (External person) (External coach)
Student thesis: Master
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Auto-segmentation of the Pituitary Adenoma and Normal Pituitary Tissue in Patients with Acromegaly
Author: Vromans, J., Oct 2022Supervisor: Breeuwer, M. (Supervisor 1), Klein, S. S. (External person) (External coach), Raaijmakers, A. J. E. (Supervisor 2) & Neggers, S. J. C. M. M. (External person) (External coach)
Student thesis: Master
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Automated Cardiac MR Scar Quantification with an Optimized Cascaded Pipeline and GAN-Based Data Augmentation
Author: Lustermans, D. R. P. R. M., 19 May 2022Supervisor: Breeuwer, M. (Supervisor 1), Scannell, C. (External coach) & Veta, M. (Supervisor 2)
Student thesis: Master
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Analysis of Automated Segmentation of Stomach Contents in Longitudinal Magnetic Resonance Images using a 2D and 3D Deep Learning Approach
Author: Wolf, H. N. A., 25 Aug 2022Supervisor: Veta, M. (Supervisor 1), Pluim, J. P. W. (Supervisor 2), Schwab, H. (Supervisor 2), Smeets, P. A. M. (External person) (External coach), Camps, G. (External person) (External coach) & Witteman, B. (External person) (External coach)
Student thesis: Master
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Deep Learning Based Deformable Image Registration of Abdominal CT scans during CT-Guided RF Ablation of Liver Tumours
Author: van den Berg, M. A., 25 Aug 2022Supervisor: van Eijnatten, M. (Supervisor 1), Raaijmakers, A. J. E. (Supervisor 2), Grisoni, F. (Supervisor 2), van Walsum, T. (External person) (External coach) & Moelker, A. (External person) (External coach)
Student thesis: Master
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Molecular dynamics simulations with PumMa on a graphical processing unit
Author: de Koning, D. A. M., 27 Jan 2022Supervisor: Hilbers, P. A. J. (Supervisor 1), Markvoort, A. J. (Supervisor 2) & Veta, M. (Supervisor 2)
Student thesis: Master
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Ultrasound synthesis using GANs with a region-specific loss function to improve left ventricle segmentation
Author: Mansilla Valle, L., 2022Supervisor: Breeuwer, M. (Supervisor 1), Lopata, R. G. P. (Supervisor 2) & Pluim, J. P. W. (Supervisor 2)
Student thesis: Master
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Evaluation of the daily dose based on CBCT for locoregional breast cancer radiotherapy
Author: Broeckaert, F. V. A. M., 31 Oct 2022Supervisor: Raaijmakers, A. J. E. (Supervisor 1), Breeuwer, M. (Supervisor 2) & Lopata, R. G. P. (Supervisor 2)
Student thesis: Master
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Towards cardiac sparing lung SBRT on the Unity MR-Linac
Author: van der Pol, L. H. G., 31 Mar 2022Supervisor: Raaijmakers, A. J. E. (Supervisor 1), Fast, M. F. (External person) (External coach), Hackett, S. L. (External person) (External coach), van Eijnatten, M. (Supervisor 2) & Bosnacki, D. (Supervisor 2)
Student thesis: Master
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The automatic segmentation of enlarged perivascular spaces using 7T MRI: Investigating the cerebral clearance system in relation to Alzheimer’s disease
Author: Roos, N. A., 2022Supervisor: Breeuwer, M. (Supervisor 1), Veta, M. (Supervisor 2), Bosnacki, D. (Supervisor 2) & Drenthen, G. S. (External person) (External coach)
Student thesis: Master
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Generalizable synthetic multi-contrast MRI using physics-informed convolutional networks
Author: Jacobs, L. F. P., 29 Sept 2022Supervisor: Raaijmakers, A. J. E. (Supervisor 1), Maspero, M. (External person) (External coach), van Eijnatten, M. (Supervisor 2) & Eduati, F. (Supervisor 2)
Student thesis: Master
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Assessment of paired and unpaired learning to improve the image quality of onboard CBCT for radiotherapy of prostate cancer
Author: Kerckhaert, C. E. M., 31 Mar 2022Supervisor: Pluim, J. P. W. (Supervisor 1), van Eijnatten, M. (Supervisor 2), Tijssen, H. N. (External coach) & Markvoort, A. J. (Supervisor 2)
Student thesis: Master
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The Relative Contribution of the Vascular Architecture and Reactivity to the BOLD-signal Formation
Author: Roefs, E. C. A., 31 Mar 2022Supervisor: Raaijmakers, A. J. E. (Supervisor 1), Lopata, R. G. P. (Supervisor 2) & van Eijnatten, M. (Supervisor 2)
Student thesis: Master
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Deep learning-based anatomy recognition for robot-assisted minimally invasive esophagectomy
Author: Jaspers, T. J. M., 31 Oct 2022Supervisor: van Eijnatten, M. (Supervisor 1), Ruurda, J. P. (External person) (External coach), Raaijmakers, A. J. E. (Supervisor 2), Bosnacki, D. (Supervisor 2), van der Sommen, F. (Supervisor 2), de Jongh, C. (External person) (External coach) & den Boer, R. B. (External person) (External coach)
Student thesis: Master
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Deep Learning on Computed Tomography Scans to Predict Immunotherapy Response of Patients with Metastatic Melanoma
Author: de Mooij, R. A. J., 24 Nov 2022Supervisor: Veta, M. (Supervisor 1), Scannell, C. (Supervisor 2), Tel, J. (Supervisor 2) & ter Maat, R. (External coach)
Student thesis: Master
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3D Camera Monitoring of Rodent Irradiation Geometry for High Precision Shielding
Author: Slegt, V. J., 29 Sept 2022Supervisor: Raaijmakers, A. J. E. (Supervisor 1), Pluim, J. P. W. (Supervisor 2), Schwab, H. (Supervisor 2), Staut, N. (External person) (External coach) & Verhaegen, F. J. W. (External person) (External coach)
Student thesis: Master
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Autonomous Patient-Specific Magnetic Resonance Imaging Sequence Design via Real-Time Deep Reinforcement Learning
Author: Verschuren, S. H. A., 31 Oct 2022Supervisor: Raaijmakers, A. J. E. (Supervisor 1), Scannell, C. (Supervisor 2), Schwab, H. (Supervisor 2), van den Berg, C. A. T. (External person) (External coach) & Terpstra, M. (External person) (External coach)
Student thesis: Master
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Automated B-Line Detection and Localization in Lung Ultrasound
Author: Lucassen, R. T., 25 Aug 2022Supervisor: Veta, M. (Supervisor 1), Pluim, J. P. W. (Supervisor 2) & Lopata, R. G. P. (Supervisor 2)
Student thesis: Master
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Transformation of intracranial direct electrical stimulation sites to postoperative MRI in awake glioma surgery
Author: Claessens, C. H. B., 25 Aug 2022Supervisor: Breeuwer, M. (Supervisor 1), Scannell, C. (Supervisor 2), Markvoort, A. J. (Supervisor 2), Rutten, G. (External coach) & Kolenbrander, I. (Supervisor 2)
Student thesis: Master
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Benchmarking of Activity Inference Methods against Total Count Variation in Single-Cell RNA Sequencing and Incorporation in Trajectory Inference
Author: de Rooij, M., 2022Supervisor: Hilbers, P. A. J. (Supervisor 1), Eduati, F. (Supervisor 2), Finotello, F. (External person) (External coach), Raaijmakers, A. J. E. (Supervisor 2) & Pellegatta, S. (External person) (External coach)
Student thesis: Master
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High-precision MR Thermometry of RF Heating at 7T
Author: Kikken, M. W. I., 31 Oct 2022Supervisor: Raaijmakers, A. J. E. (Supervisor 1), Lopata, R. G. P. (Supervisor 2), Breeuwer, M. (Supervisor 2) & Steensma, B. (External coach)
Student thesis: Master
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Intravascular ultrasound simulator for abdominal aortic aneurysms to segment the artery wall
Author: van Aarle, D. A. C., 27 Jan 2022Supervisor: Lopata, R. G. P. (Supervisor 1), van Sambeek, M. R. H. M. (Supervisor 2), Raaijmakers, A. J. E. (Supervisor 2), Fasen, F. (Supervisor 2), de Bruijn, F. J. (External person) (External coach) & Schmeitz, H. A. W. (External person) (External coach)
Student thesis: Master
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Exploring Brain Connectivity in Ageing Using Explainable Deep Learning
Author: van Asch, T. G., 28 Feb 2022Supervisor: Breeuwer, M. (Supervisor 1), Jansen, J. F. A. (External coach) & de Jong, N. (External person) (External coach)
Student thesis: Master