- Creation of an artificial intelligence team composed of 7 machine learning and artificial intelligence engineers participating in national and international projects. - Definition of the data acquisition protocol for data acquisition of QUALITOP H2020 Project. - Coordination of the national project of La Marató de TV3 project - Melanoma, preparation of the proposal, creation of a multidimensional database, training of algorithms, definition of interpretability modules based on inferential causality, algorithm, and data visualization platform. - Coordinated the national project of La Marató de TV3 project - Colorectal Cancer, preparation of a histopathological image labeling platform, training of survival estimation algorithms, and histopathological image evaluation algorithms. - Algorithm development: image classification neural network to perform diagnosis using dermoscopy images, generative adversarial network to virtually stain confocal microscopy tissue samples, survival estimation XGBoost and neural network to perform risk estimation on melanoma patient using clinical and genetic data. - Tutorization of several student projects on artificial intelligence. - Organization of artificial intelligence challenges in Kaggle such as the ISIC Challenge 2019, 2020.