no code implementations • 25 Oct 2019 • Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho
We show that high QWK values occur for images with low prediction uncertainty, thus indicating that this uncertainty is a valid measure of the predictions' quality.
no code implementations • 9 Oct 2018 • Teresa Araújo, Guilherme Aresta, Adrian Galdran, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho
We propose UOLO, a novel framework for the simultaneous detection and segmentation of structures of interest in medical images.
1 code implementation • 31 Jan 2017 • Pedro Costa, Adrian Galdran, Maria Inês Meyer, Michael David Abràmoff, Meindert Niemeijer, Ana Maria Mendonça, Aurélio Campilho
These pairs are then used to learn a mapping from a binary vessel tree to a new retinal image.