| 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 | 470 | 2017 |
| 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 | 154 | 2018 |
| Towards Adversarial Retinal Image Synthesis P Costa, A Galdran, MI Meyer, MD Abràmoff, M Niemeijer, AM Mendonça, ... arXiv preprint arXiv:1701.08974, 2017 | 149 | 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 | 125 | 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 | 105* | 2018 |
| 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 | 99 | 2018 |
| Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Araújo, E Garrote, ... | 93 | 2017 |
| 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 | 62 | 2019 |
| Convolutional bag of words for diabetic retinopathy detection from eye fundus images P Costa, A Campilho IPSJ Transactions on Computer Vision and Applications 9, 1-6, 2017 | 56 | 2017 |
| Pattern based gui testing for mobile applications P Costa, ACR Paiva, M Nabuco Quality of Information and Communications Technology (QUATIC), 2014 9th …, 2014 | 50 | 2014 |
| 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 | 45 | 2020 |
| Improving lesion segmentation for diabetic retinopathy using adversarial learning Q Xiao, J Zou, M Yang, A Gaudio, K Kitani, A Smailagic, P Costa, M Xu International Conference on Image Analysis and Recognition, 333-344, 2019 | 40 | 2019 |
| 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 | 38 | 2019 |
| Deep convolutional artery/vein classification of retinal vessels MI Meyer, A Galdran, P Costa, AM Mendonça, A Campilho Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018 | 38 | 2018 |
| 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 | 33 | 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 | 27 | 2018 |
| 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 | 25 | 2017 |
| 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 | 23 | 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 | 16 | 2017 |
| DeepFixCX: Explainable privacy‐preserving image compression for medical image analysis A Gaudio, A Smailagic, C Faloutsos, S Mohan, E Johnson, Y Liu, P Costa, ... Wiley interdisciplinary reviews: Data mining and knowledge discovery 13 (4 …, 2023 | 15 | 2023 |
Aurelio CampilhoEmeritus Professor, University of Porto and INESC TECVerified email at fe.up.pt
