Master projects finished @ MIA

Finished Master projects

The following list (under construction, by no means complete) is meant to give you an impression of what could be achieved during your final project period, and what a thesis in our specialization could look like.

MSc Students graduated at our chair: 

2025

• Linda ten Klooster
  AI-accelerated prediction of optimal implant alignment in total knee arthroplasty, 29 January 2025, C.Brune
• Rutger Schrijver
  Neurological Prognostication of Postanoxic Coma Patients, 29 January 2025, H.G.E. Meijer

2024

• Thomas Middelkamp
  A unifying framework for estimation of the Koopman operator between reproducing kernel Hilbert spaces, 16 December 2024, C. Brune, daily supervisor J.A. Iglesias Martínez
• Floor van Maarschalkerwaart
  Learning Distributionally Robust Solutions for Inverse Problems using the Wasserstein Distance. 23 July 2024, C. Brune, daily supervisor M. Carioni
• Puru Vaish (Mei)
  Fourier Insights in Machine Learning: Bridging the Augmentation Gap through Frequency-basis Functions, 7 March 2024, C. Brune (MDS track)

2023

• Tycho de Haan
  Neural field and spline-based representations for optimizing the k-space trajectory for MRI with deep learning, 26 October 2023, C. Brune, daily supervisor J.M. Wolterink
• Paul Stuiver
  Reduced-order surrogate modeling for linear-nonlinear coupled problems, 23 October 2023, C. Brune, daily supervisor M.Guo
• Petrov, B.P.
  Understanding the Performance of Hyperbolic Graph Neural Networks. September 2023, C. Brune & S. Langer (MDS track)
• Irene van de Zande
  3D Point-cloud Object Detection for Millimeter Wave Radar: A Synthesis Study, 11 September 2023, C. Brune, daily supervisor M. Guo
• Jente van Werven
  PDE-Based Graph Convolutional Network for Arterial Hemodynamics Estimation, 28 August 2023, C. Brune, daily supervisor J. Suk (MDS track)
• Stephan Lip  
  Burst-Suppression in Next-Generation Neural Mass Models and EEG, 20 July 2023,  H.G.E. Meijer
• Fleur van Alphen
  Spontanous glutamate and calcium dynamics at the presynamptic terminal, 02 May 2023,  Dr. H.G.E. Meijer

2022

• Martijn Heutinck
  An application of a proximal method with a fractional Laplacian regularizer for inverse problems,10 January 2023, C. Brune, Daily supervisor: Dr.rer.nat. J.A. Iglesias Martinez
• Mariya Karlashchuk
  Data-driven model for direct segmentation in medical imaging, 27 September 2022, C. Brune, Daily Supervisor: J. Wolterink (MDS track)
• Tjeerd J. Heeringa,
  The Effect of Higher Order Activation Functions on Infinitely wide Neural Networks, 25 April 2022, AM: C. Brune, S&C: H.J. Zwart, CS: M. Poel

2021

• Wouter van Harten
  Numerical continuation schemes for 1D patterns in neural fields, 14 October 2021, C. Brune, Daily Supervisor: H.G.E. Meijer
• Lucas Jansen Klomp
  The influence of feedforward inhibition on spontaneous and evoked activity in coupled neural mass models, 16 September 2021, C. Brune, Daily Supervisor: H.G.E. Meijer
• Sven Dummer
  Neural differential equations solving stochastic mean field games, 13 September 2021, C. Brune
• Jesse Zwienenberg
  Neural implicit representations for diffeomorphic medical image registration, 30 August 2021, C. Brune (MDS track)
  
  

2020

• Pascal Loohuis,
  On the importance of mutual coherence for image reconstruction with neural networks, 13 November 2020, C. Brune
• Sarah Verboom, 
  Nonlinear filters and deep learning for removing chest compression artefacts from ECG during cardiac arrest, 22 October 2020, S.A. van Gils 
• Sophie Ligtenstein
  Modelling the effect of cardiac arreston neural activity using an energy-dependent neural mass model basedon ion concentrations, 01 may 2020, S.A. van Gils, Daily Supervisor: H.G.E. Meijer

2019

• Eline Schaft
  Opportunities and possibilities of outcome prediction in patients who will undergo a transcatheter aortic valve procedure, 11 december 2019, S.A. van Gils

2018

• Wietske Bastiaansen
  Joint reconstruction and motion estimation via nonconvex optimization for dynamic MRI, 16 November 2018, S.A. van Gils - Daily Supervisor: C. Brune
• Len Spek
  Bifurcations in Neural Field Models with Transmission Delays and Diffusion, 2 November 2018, S.A. van Gils
• Xiaoming.P. op de Hoek,  
   Dynamic objects in emission tomography reconstructed with temporal B-splines. 23 May 2018, S.A. van Gils

2017

• Manu Kalia
  Homoclinic saddle to saddle-focus transitions in 4D systems, 10 July 2017, S.A. van Gils - Daily supervisor: H.G.E. Meijer
• Niek Huttinga,
  Insights into deep learning methods with application to cancer imaging, 23 May 2017 - S.A. Van Gils - Daily supervisor: C. Brune

2016

• Normen Oude Booijink
  Parallel magnetic particle imaging: compressed sensing of field free line excitations, 26 oktober 2016 -  S.A. Van Gils -
  Daily supervisor: C. Brune
• Nick Luiken
  Solution techniques for inverse problems in neural field theory, Oct 2016 - S.A. Van Gils - Daily supervisor: C. Brune
• Youri Boink,
  Combined Modelling of Optimal Transport and Segmentation Revealing Vascular Properties, 09 September 2016 - S.A. Van Gils - Daily supervisor:  C. Brune

2015

• Rien Lagerwerf, 
  Higher order variational methods in photoacoustic tomography, 18 september 2015 - Van Gils
• Laura van de Weert,
  Gap junction coupling in a neural field model, 22 juni 2015 - Van Gils

2014

• Bert Kiewiet,
  On the effect of a Gaussian firing rate function and propagation delays on the dynamcis of a network of Wilson- Cowan populations, 16 september 2014 - Van Gils - Daily supervisor: H.G.E. Meijer
• Jurgen Hebbink,
  Activity types in a neural mass model, 26 September 2014 - van Gils

 2013

• Koen Dijkstra,
  A Mean Field Reduction of a Spiking Neuron Network, 18 January 2013 - van Gils
• Jesper Lansink Rotgerink,
  An in silico description of an Alzheimer network , 17 January 2013 - van Gils
  
  

2012

• Ivan van der Kroon,
  On Faraday Waves and Jets, 30 March 2012 – van Groesen

2011

• Wessel Woldman,
  Computational model on neuronal stabilization in perceptual choice dynamics, August 2011 - van Gils -  dialy supervisor H.G.E. Meijer

2010

• Arnida L. Latifah,
  Maximal and Pseudo-Maximal Wave Concepts for Freak Waves Applied to the Draupner Wave, May 2010 - van Groesen
• Franchimon, Ellen
  Modelling circular optical microresonators using whispering gallery modes. 2010- van Groesen, daily supervisor M. Hammer

2009

• Wenny Kristina
  Slowly varying bathymetry modeled by Effective Boundary Conditions, August 2009 -van Groesen
• Sid Visser,
  Synchronization-based parameter estimation of Neuronal Networks, June 2009 - van Gils

2008

• L.S. Lie,
  An analysis of Extremal Periodic Water Wave Profile, February 2008 - van Groesen

2007

• Sanne T. Smit, 
  The STN-GPe-network - a bifurcation analysis, 12 October 2007 - van  Gils

2006

• Meer, C.H. van der (2006)
  Ocean waves of maximal amplitude.-Groesen, daily supervisor G.A.M. Jeurnink

2005

2004

• Sandra Kamphuis,
  10 September 2004 - van Groesen

2003

• F. Daniel Hofman,
  24 October 2003 - van Gils
• Arjen H. Koop,
  A Mathematical model for the ecfficacy and toxicity of aminoglycoside, 02 July 2003 - van Gils

2002

 2000

• Johannes K. Krottje,
  28 June 2000 - van Gils

1999

• Carolien C.J.M. Fluit,
  26 June 1999 - van Groesen
• H. Martijn Vollebregt,
  31 March 1999 - van Groesen
• Pieter C Roos,
  13 January 1999 - van Groesen

1998

• Judith  Dekkers,
  19 August 1998 - van Groesen

 1997

• Jaap Harm  Westhuis,
  20 February 1997 - van Groesen

1996

• K. Valkering,
  30 augustus 1996 - Van Groesen