Current affiliations

• Position

  PhD student

  Company

  Katholieke Universiteit Leuven

  Further information

City:

None chosen

Hub:

None chosen

My research interests include the following:
- Bayesian networks and extensions of Bayesian networks for medical decision support systems based on clinical, microarray or proteomics data or a combination of these with applications in oncology or gynecologic oncology. This includes the development of methods to integrate the abovementioned data sources.
- The use of Least Squares Support Vector Machines (LS-SVM) to classify microarray data (e.g. breast cancer, ovarian cancer). Additionaly the use of kernel methods to integrate data sources (microarray, proteomics, clinical data).
- Reverse engineering genetic networks using Bayesian network and their extensions. Moreover this includes the research of publicly available data sources as prior information.

Olivier Gevaert has not yet listed any projects.