Professor Sotirios Tsaftaris

s.tsaftaris@ed.ac.uk

Organisation:

The University of Edinburgh

Department:

School of Engineering

Homepage:

Keywords:

Ageing, CT, Cardiovascular Imaging, Image analysis, Image processing, Statistics, Stroke, Structural imaging, Ultrasound

Interests:

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.

Research Themes:

Cardiac imaging,Brain imaging,Ageing,MRI and CT,Multimodal learning and processing,Electronic health records

Key Publications:

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

Collaborators:

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