Health
Managing information and handling of very large and dynamic datasets is at the core of providing a cost-effective and high-quality healthcare system
Poor information management is widely seen as one of the main bottlenecks in improving healthcare.
Major challenges are:
- the (semantic) interoperability between systems,
- intelligent support for medical decision-making,
- bridging the gap between medical research and clinical care, and
- providing transparent quality indicators.
Our researchers
Sanne Abeln
Assistant Professor of Bioinformatics – VU
[email protected]
- Bioinformatics
- Computational Modelling
- Data Analytics
- Data Stewardship
Henri Bal
Professor of Computer Science – VU
[email protected]
- Computing Infrastructures
- High Performance Distributed Computing
- Web Semantics
Sander Bohte
ADS Research Project – Scientific Staff Member – CWI
[email protected]
- computational neuroscience
- Deep learning
- High Performance Distributed Computing
- Neural networks
Peter Bosman
Senior Researcher – CWI
[email protected]
- deformable image registration
- evolutionary algorithms
- Machine Learning
- multi-objective optimisation
- radiotherapy treatment planning
Jaap Heringa
Management Team – ADS | Professor of Bioinformatics – VU
[email protected]
- Bioinformatics
- genome analysis
- network analysis
- sequence analysis
- systems biology
Mark Hoogendoorn
Co-founder – AMDS | Assistant Professor of Artificial Intelligence – VU
[email protected]
- Artificial intelligence
- Machine Learning
- personalised therapies
- predictive modelling for diseases
Zhisheng Huang
Senior Researcher – VU
[email protected]
- Artificial intelligence
- Knowledge Representation
- semantic web
Michel Klein
Assistant Professor of AI – VU
[email protected]
- Artificial intelligence
- behavioural data
- intelligent self-management systems
Ben Kröse
Supervisory Board – ADS | Lector in Digital Life – AUAS
[email protected]
- Ambient robotics
- Digital Life
- distributed camera surveillance
- human-robot interaction
- visual navigation
Alexander Schönhuth
Professor – CWI
[email protected]
- Bioinformatics
- Cancer Systems Biology
- Computational Genomics
- Statistical Modelling
- Structural Variant Discovery
Annette ten Teije
Supervisory Board – ADS | Associate Professor – VU CS
[email protected]
- formalisation of medical knowledge
- Healthcare Information Management
- Healthcare quality indicators
- Medical Guidelines
Frank van Harmelen
Professor of Knowledge Representation & Reasoning – VU
[email protected]
- Artificial intelligence
- information systems
- Knowledge Representation
- semantic web
Max Welling
Professor of Machine Learning – UvA | Director – ICAI QUVA | Director – DELTA Lab
[email protected]
- Big data
- Deep learning