All projects
CARRIER
Coronary artery disease: risk estimations and interventions for prevention and Early detection
- Big data
- federated learning
- Machine learning
Biomarker Boosting
Better biomarkers through datasharing
- Image processing
- Machine learning
- Workflow technologies
Emotion Recognition in Dementia
Advancing technology for multimodal analysis of emotion expression in everyday life
- Visualization
- Workflow technologies
Automated video-based movement assessment
Automated video-based movement assessment using machine learning to support personalized treatment of movement disorders
- Machine learning
Development of a software tool for automated surface EMG analysis of respiratory muscles during mechanical ventilation
- Machine learning
- Real time data analysis
Dr. Watson
Medical experts helping machines diagnose
- Crowdsourcing
- Human-computer interaction
- open data
- + 1
Diagnosis of active epilepsy in resource-poor setting
Prediction models based on EEG characteristics
3D-Vac
Personalized cancer vaccine design through 3D modelling boosted geometric learning
- Geometric Deep Learning
- High performance computing
- Machine learning
- + 1
NPLinker
A community-supported workflow connecting microbial genes, and organisms to their molecular products
- High performance computing
- Inter-operability & linked data
- multi-omics integration
Transformer-based deep learning for next generation mass spectrometry-based phosphoproteomics
- Machine learning
- Optimized data handling
Common Workflow Language
The reference CWL runner and other software from the Common Workflow Language open standards community.
- Big data
- High performance computing
- Standards
- + 1
Data quality in a distributed learning environment
Vast amounts of data to improve cancer treatment decisions
- Inter-operability & linked data