Publications

Publications by Aurélio Campilho

2018

UOLO - automatic object detection and segmentation in biomedical images

Authors
Araújo, T; Aresta, G; Galdran, A; Costa, P; Mendonça, AM; Campilho, A;

Publication
CoRR

Abstract

2019

DR|GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images

Authors
Araújo, T; Aresta, G; Mendonça, L; Penas, S; Maia, C; Carneiro, A; Mendonça, AM; Campilho, A;

Publication
CoRR

Abstract

2019

O-MedAL: Online Active Deep Learning for Medical Image Analysis

Authors
Smailagic, A; Costa, P; Gaudio, A; Khandelwal, K; Mirshekari, M; Fagert, J; Walawalkar, D; Xu, S; Galdran, A; Zhang, P; Campilho, A; Noh, HY;

Publication
CoRR

Abstract

2019

LNDb: A Lung Nodule Database on Computed Tomography

Authors
Pedrosa, J; Aresta, G; Ferreira, C; Rodrigues, M; Leitão, P; Carvalho, AS; Rebelo, J; Negrão, E; Ramos, I; Cunha, A; Campilho, A;

Publication
CoRR

Abstract

2017

Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis

Authors
Galdran, Adrian; Gila, AitorAlvarez; Meyer, MariaInes; Saratxaga, CristinaLopez; Araujo, Teresa; Garrote, Estibaliz; Aresta, Guilherme; Costa, Pedro; Mendonça, AnaMaria; Campilho, AurelioJ.C.;

Publication
CoRR

Abstract

2017

Towards Adversarial Retinal Image Synthesis

Authors
Costa, Pedro; Galdran, Adrian; Meyer, MariaInes; Abràmoff, MichaelDavid; Niemeijer, Meindert; Mendonça, AnaMaria; Campilho, Aurelio;

Publication
CoRR

Abstract