Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Groene Loper 5, Metaforum
5612 AP Eindhoven
Nederland
P.O. Box 513, Metaforum
5600 MB Eindhoven
Nederland
We are interested in inverse problems, such as:
Development of new methodologies and algorithms for the representation and analysis of complex imaging data (`big images’) for healthcare applications.
Our methodological approach relies on a broad spectrum of mathematical techniques, such as
• Finsler geometry
• tensor calculus
• Lie group theory
• calculus of variations
• geometric control theory
• semigroup theory for multiresolution
representations
• ordinary and partial differential equations
• deep learning
We are also interested in methodological tangencies with other scientific disciplines, such as theoretical physics, e.g.
• mathematical relativity
Success stories
The group has conducted several feasibility studies establishing proof of concept for clinical applications, such as
• myocardial motion, deformation, and strain can be obtained for myocardial function analysis from tagging magnetic resonance imaging
• the optic radiation can be delineated including the Meyer’s tip for temporal lobe resection therapy planning and risk analysis from diffusion weighted magnetic resonance imaging
• retinal vascular trees can be robustly extracted and analyzed from retinal fundus images
Project examples
1. Lie Group Theory & Differential Geometry for Medical Image Analysis, Remco Duits
2. Riemann-Finsler Geometry for Brain Connectivity and Tractography, Luc Florack & Andrea Fuster
3. Differential Geometry in Complex Medical Imaging & Relativity Theory, Andrea Fuster
4. Roto-Translation Covariant Convolutional Networks for Medical Image Analysis, Erik Bekkers
Persoon: UHD : Universitair Hoofddocent
Persoon: HGL : Hoogleraar
Persoon: UD : Universitair Docent
Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Onderzoeksoutput: Scriptie › Dissertatie 1 (Onderzoek TU/e / Promotie TU/e)
Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Bekkers, E. (Ontvanger), jul. 2019
Prijs: NWO › Veni › Wetenschappelijk
Florack, L. M. J. (Ontvanger), 27 mrt. 2020
Prijs: NWO › Other › Wetenschappelijk
Duits, R. (Ontvanger), 24 apr. 2021
Prijs: NWO › Vici › Wetenschappelijk
Florack, L. (Spreker)
Activiteit: Types gesprekken of presentaties › Keynote spreker › Wetenschappelijk
3/04/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
7/05/22
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
12/11/20
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Scriptie/Masterproef: Bachelor
Scriptie/Masterproef: Master
Scriptie/Masterproef: Master