| End-to-end adversarial retinal image synthesis P Costa, A Galdran, MI Meyer, M Niemeijer, M Abràmoff, AM Mendonça, ... IEEE transactions on medical imaging 37 (3), 781-791, 2017 | 181 | 2017 |
| Towards Adversarial Retinal Image Synthesis P Costa, A Galdran, MI Meyer, MD Abràmoff, M Niemeijer, AM Mendonça, ... arXiv preprint arXiv:1701.08974, 2017 | 80 | 2017 |
| Pattern based gui testing for mobile applications P Costa, ACR Paiva, M Nabuco Quality of Information and Communications Technology (QUATIC), 2014 9th …, 2014 | 40 | 2014 |
| A weakly-supervised framework for interpretable diabetic retinopathy detection on retinal images P Costa, A Galdran, A Smailagic, A Campilho IEEE Access 6, 18747-18758, 2018 | 37 | 2018 |
| Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Araújo, E Garrote, ... | 35 | 2017 |
| Convolutional bag of words for diabetic retinopathy detection from eye fundus images P Costa, A Campilho IPSJ Transactions on Computer Vision and Applications 9 (1), 1-6, 2017 | 24 | 2017 |
| CATARACTS: Challenge on automatic tool annotation for cataRACT surgery H Al Hajj, M Lamard, PH Conze, S Roychowdhury, X Hu, G Maršalkaitė, ... Medical image analysis 52, 24-41, 2019 | 19 | 2019 |
| Medal: Accurate and robust deep active learning for medical image analysis A Smailagic, P Costa, HY Noh, D Walawalkar, K Khandelwal, A Galdran, ... 2018 17th IEEE International Conference on Machine Learning and Applications …, 2018 | 16* | 2018 |
| Deep convolutional artery/vein classification of retinal vessels MI Meyer, A Galdran, P Costa, AM Mendonça, A Campilho International Conference Image Analysis and Recognition, 622-630, 2018 | 16 | 2018 |
| Classification of breast cancer histology images through transfer learning using a pre-trained inception resnet v2 CA Ferreira, T Melo, P Sousa, MI Meyer, E Shakibapour, P Costa, ... International Conference Image Analysis and Recognition, 763-770, 2018 | 15 | 2018 |
| EyeWes: weakly supervised pre-trained convolutional neural networks for diabetic retinopathy detection P Costa, T Araújo, G Aresta, A Galdran, AM Mendonça, A Smailagic, ... 2019 16th International Conference on Machine Vision Applications (MVA), 1-6, 2019 | 12 | 2019 |
| A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images MI Meyer, P Costa, A Galdran, AM Mendonça, A Campilho International Conference Image Analysis and Recognition, 507-515, 2017 | 11 | 2017 |
| UOLO-automatic object detection and segmentation in biomedical images T Araújo, G Aresta, A Galdran, P Costa, AM Mendonça, A Campilho Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018 | 10 | 2018 |
| Adversarial Synthesis of Retinal Images from Vessel Trees P Costa, A Galdran, MI Meyer, AM Mendonça, A Campilho International Conference Image Analysis and Recognition, 516-523, 2017 | 10 | 2017 |
| EyeQual: Accurate, Explainable, Retinal Image Quality Assessment P Costa, A Campilho, B Hooi, A Smailagic, K Kitani, S Liu, C Faloutsos, ... 16th IEEE International Conference on Machine Learning and Applications …, 2017 | 9 | 2017 |
| O‐MedAL: Online active deep learning for medical image analysis A Smailagic, P Costa, A Gaudio, K Khandelwal, M Mirshekari, J Fagert, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (4 …, 2020 | 8 | 2020 |
| Uncertainty-aware artery/vein classification on retinal images A Galdran, M Meyer, P Costa, A Campilho 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 8 | 2019 |
| A no-reference quality metric for retinal vessel tree segmentation A Galdran, P Costa, A Bria, T Araújo, AM Mendonça, A Campilho International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 7 | 2018 |
| Predicting Drugs Adverse Side-Effects Using a Recommender-System D Pinto, P Costa, R Camacho, VS Costa Discovery Science, 201-208, 2015 | 4 | 2015 |
| Self-supervised subsea slam for autonomous operations F Marques, P Costa, F Castro, M Parente Offshore Technology Conference, 2019 | 3 | 2019 |
Aurelio CampilhoProfessor of ECE, University of Porto and INESC TECEmail confirmado em fe.up.pt
