Biomedical Data Processing
Biomedical data processing research is performed within the domain of (multi-)linear algebra, (non)linear signal analysis, classification and machine learning, and is particularly focused on the development of numerically reliable and robust algorithms for improving and automating medical diagnostics. In this domain the group has built up an international reputation (400 journal papers). In the field of (multi)linear algebra, the Total Least Squares (TLS) optimization technique has been investigated, as well as further generalizations and applications.
Research expertise:
- Multi-parametric MRI
- (Mobile) EEG
- Epilepsy Monitoring
- Tensor Applications
- Neonatal Brain Monitoring
- Sleep Monitoring
![Biomed](imgs/biomed.png)
Research team is lead by Prof. Sabine Van Huffel, Prof. Lieven De Lathauwer and Prof. Alexander Bertrand. Click here to see other team members.
For more information please visit the Biomedical Data Processing Page.
Events
2/09/2024:
PhD defense - Martijn Oldenhof
Machine Learning for Advanced Chemical Analysis and Structure Recognition in Drug Discovery
3/09/2024:
Meet the Jury Igor Tetko on Advanced Machine Learning in Drug Discovery
12/09/2024:
Multimodal analysis of cell-free DNA for sensitive cancer detection in low-coverage and low-sample settings
Seminar by Antoine Passemiers
News
STADIUS Alumni Herman Verrelst – new CEO of Biocartis
08 June 2017
Herman Verrelst, the founder of KU Leuven spin-off Cartagenia, who has been working in Silicon Valley, US for the last few years will be returning to Belgium to follow the steps of Rudi Pauwels as CEO of the Belgian diagnostic company, Biocartis.
Supporting healthcare policymaking via machine learning – batteries included!
29 May 2017
STADIUS takes the lead in the data analytics efforts in an ambitious European Project MIDAS.
Marc Claesen gives an interview about his PhD for the magazine of the Faculty of Engineering Sciences "Geniaal"
10 February 2017
Did you know that in Belgium approximately one third of type 2 diabetes patients are unaware of their condition?
Joos Vandewalle is nieuwe voorzitter KVAB
09 October 2016
Op 5 oktober 2016 heeft de Algemene Vergadering van de Academie KVAB Joos Vandewalle verkozen tot voorzitter van de KVAB.