Publications and responsibilities
Model-driven Engineering for the Configuration and Deployment of Data Processing Applications
This position paper reports our current endeavour towards a model-driven engineering framework to support the dynamic configuration and deployment of complex data processing applications. In particular, our approach includes a domain-specific modelling language that abstracts the data processing tas...
Model-based estimation of intra-cardiac blood flow velocities using an unscented Kalman filter
The measurement of 2D blood flow velocities using an angle-independent speckle tracking (ST) approach has shown promise as a clinical tool for quantification of cardiovascular deficiencies. However, the ST estimator can be highly corrupted by noise in regions of reduced signal-to-noise ratio (SNR). ...