avatar
Ray Sheombarsing

Postdoctoral Researcher

About

I am a postdoctoral researcher at the radiotherapy department of the NKI. I received a Master’s degree in Mathematics (cum laude) at the VU University Amsterdam in 2013. Afterward, I conducted research at the same university in the field of validated numerics and dynamical systems theory. I obtained a PhD in April 2018 defending the dissertation titled “Validated Chebyshev-based computations for ordinary and partial differential equations”.

My research at the NKI focuses on the development of novel AI-based techniques to solve problems in medical imaging, e.g., in image segmentation and registration. Currently, I am working on the development of deep learning models which faithfully describe specific geometric structures, e.g., contours in (medical) images. My supervisors are Jan-Jakob Sonke and Jonas Teuwen.

  1. R. Sheombarsing, N. Moriakov, J. Sonke, J. Teuwen, "Subpixel object segmentation using wavelets and multi resolution analysis", arXiv:2110.15233 [cs, eess], 2021-10-28
  2. J. B. van den Berg, R. Sheombarsing, "Rigorous numerics for ODEs using Chebyshev series and domain decomposition", Journal of Computational Dynamics, 2021, 8;(3):353
  3. J. B. van den Berg, R. Sheombarsing, "Validated computations for connecting orbits in polynomial vector fields", Indagationes Mathematicae, 03/2020, 31;(2):310-373