Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images

Rodrigo Bonazzola^{a b}✉, Nishant Ravikumar^{a b}, Rahman Attar^c, Enzo Ferrante^d, Tanveer Fathima Syeda-Mahmood^e, Alejandro Federico Frangi^{a b}

1. ^aCentre for Computational Imaging and Simulation Technologies in Biomedicine (CISTIB), Schools of Computing and Medicine, University of Leeds, Leeds, UK
2. ^bLeeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, Leeds, UK
3. ^cDepartment of Bioengineering, Faculty of Engineering, Imperial College London, London, UK
4. ^dResearch Institute for Signals, Systems and Computational Intelligence, sinc(i), FICH-UNL/CONICET, Santa Fe, Argentina
5. ^eIBM Almaden Research Center, San Jose, USA
6. ✉Corresponding author