Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary?

Bruno Machado Pacheco, Guilherme de Souza e Cassia, Danilo Silva

State-of-the-art brain tumor segmentation is based on deep learning models applied to multi-modal MRIs. Currently, these models are trained on images after a preprocessing stage th…