MKL-DR with echocardiographic images MKL-DR with echocardiographic images

MKL-DR has been validated to work with traces extracted from echocardiographic images. These traces belong to cardiac flow obtained through Doppler imaging.

An extension proposed for this project is to skip the extraction of the traces, which result in a very time consuming task, and compare the result of the current MKL implementation and results with the one using the time-aligned echocardiographic images. Moreover, additional processing of the data can be investigated such as the use of spectrograms of the traces.


Preferred skills: comfortable with Matlab; notions of machine learning.