I work in machine learning and deep learning.

In my group we develop solutions for data analysis for imaging but also non imaging data developing new algorithms rooted in machine learning theory.

Central moto in our research is doing more with less, in other words how can we develop robust deep learning solutions without requiring lots of data.

This is extremely appealing in the area of health care were data are scarce.

Cardiac imaging

Brain imaging

Ageing

MRI and CT

Multimodal learning and processing

Electronic health records

Please see http://tsaftaris.com/Publications.html

Canon Medical Research Europe

David Newby

Scott SEMPLE

Manuel Trucco

Michelle Williams

Alex Frangi

Tony Pridmore

David Rousseau

Hanno Scharr

Mike Davies

Tom MACGILLIVRAY

Giorgos PAPANASTASIOU

Python

Tensorflow

Keras

Pytorch

Matlab

Fsl

ANTs