Data augmentation

Deep learning methods for automated detection of new multiple sclerosis lesions in longitudinal magnetic resonance images

PhD thesis in Brain Medical Image Analysis, Department of Computer Architecture and Technology, University of Girona, Spain, 2020.

Multiple Sclerosis Lesion Synthesis in MRI Using an Encoder-Decoder U-NET

IEEE Access, 2019. Quality index: (JCR CSIS IF 4.098, Q1(23/155)).

Lesion synthesis for extending MRI training datasets and improving automatic multiple sclerosis lesion segmentation

Abstract in Multiple Sclerosis Journal, Stockholm Sweden, September, 2019 (JCR CN IF:5.649 Q1(23/199)).