Neuroimaging
Brain MRI and CT
Deep learning for stroke, multiple sclerosis, brain tumours and brain age.
I work on medical image analysis with deep learning, mainly the quantitative analysis of the brain in neurological disease: stroke, multiple sclerosis, brain tumours and brain ageing. Before that I spent many years on computer-aided detection in mammography.
I coordinate the Erasmus Mundus Joint Master’s in Medical Imaging and Applications (MAIA) and teach medical image analysis and computer architecture at the University of Girona.
Research lines
Breast imaging · 2003–2018
Mammography CAD
Breast density, mass and microcalcification detection, and datasets.
Prostate
Multimodal prostate segmentation
Segmentation of MRI and ultrasound for multimodal registration.
Background
- PhD in Information TechnologyUniversitat de Girona, 2007
- Technical Engineering in Computer SystemsUniversitat de Girona, 2004 · best academic record of the class
- Degree in Physics (Llicenciatura)Universitat Autònoma de Barcelona, 1999
Contact
- Phone+34 676 463 358 (UdG ext. 5438)
- Office