Few-shot out-of-distribution detection for automated screening in retinal OCT images using deep learning

por Araújo, Teresa, Aresta, Guilherme, Schmidt-Erfurth, Ursula, Bogunović, Hrvoje
Publicado 2023

iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network

por Aresta, Guilherme, Jacobs, Colin, Araújo, Teresa, Cunha, António, Ramos, Isabel, van Ginneken, Bram, Campilho, Aurélio
Publicado 2019

Classification of breast cancer histology images using Convolutional Neural Networks

por Araújo, Teresa, Aresta, Guilherme, Castro, Eduardo, Rouco, José, Aguiar, Paulo, Eloy, Catarina, Polónia, António, Campilho, Aurélio
Publicado 2017

Assessing clinical applicability of COVID-19 detection in chest radiography with deep learning

por Pedrosa, João, Aresta, Guilherme, Ferreira, Carlos, Carvalho, Catarina, Silva, Joana, Sousa, Pedro, Ribeiro, Lucas, Mendonça, Ana Maria, Campilho, Aurélio
Publicado 2022

HEROHE Challenge: Predicting HER2 Status in Breast Cancer from Hematoxylin–Eosin Whole-Slide Imaging

por Conde-Sousa, Eduardo, Vale, João, Feng, Ming, Xu, Kele, Wang, Yin, Della Mea, Vincenzo, La Barbera, David, Montahaei, Ehsan, Baghshah, Mahdieh, Turzynski, Andreas, Gildenblat, Jacob, Klaiman, Eldad, Hong, Yiyu, Aresta, Guilherme, Araújo, Teresa, Aguiar, Paulo, Eloy, Catarina, Polónia, Antonio
Publicado 2022