Medical Imaging

EPSRC Centre for Doctoral Training

Research

Projects

  • 301 - Explaining the predictions of deep learning models in cardiology

    The use of machine learning techniques in cardiology is an active research area and recently state-of-the-art results have been achieved by applying the latest ‘deep learning’ techniques to tasks such as segmentation of the myocardium and blood pool [1]. Machine learning has also been used to identify and exploit the useful information carried by the motion and deformation of the heart as it beats [2,3]. More...