Publications: 2019, 'CATARACTS: Challenge on Automatic Tool Annotation for cataRACT Surgery' in Medical Image Analysis (Q1); 2019, multiple conference papers in IEEE International Symposium on Biomedical Imaging (ISBI); 2018, articles in Signal Processing, Journal of Real-Time Image Processing, IEEE Transactions on Medical Imaging, and IEEE Access.
Research Experience
Current position: Post-Doctoral Fellow at École de Tecnologie Superieure, Montréal (Canada), working at LIVIA under the supervision of Prof. Ismail ben Ayed and Prof. Hervé Lombaert; Previously, a Post-Doctoral Fellow at INESC-TEC, Porto (Portugal), working on Retinal Image Analysis under the supervision of Prof. Aurélio Campilho; During his PhD, he worked on the design of new Image Restoration algorithms at the University of the Basque Country.
Education
PhD in Mathematical Image Processing, 2015, University of the Basque Country; MSc in Mathematical Modelization, Statistics and Computation, 2011, Basque Country University; MSc in Mathematical Investigation, 2009, University of Valencia/Polytechnical University of Valencia, Spain; Graduate on Mathematics, 2008, University of Valencia, Spain.
Background
Research interests: Image Processing, Machine Learning, Computer Vision, Deep Learning, Medical Imaging, Retinal Image Analysis. Bio: Currently a Post-Doctoral Fellow at École de Tecnologie Superieure, Montréal (Canada), working at LIVIA, focused on Computer Vision for Medical Imaging applications, particularly Weakly-Supervised and Self-Supervised approaches.