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Pedro Costa
Pedro Costa
Ocean Infinity and FEUP
Verified email at fe.up.pt
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Cited by
Year
End-to-end adversarial retinal image synthesis
P Costa, A Galdran, MI Meyer, M Niemeijer, M AbrÓmoff, AM Mendonša, ...
IEEE transactions on medical imaging 37 (3), 781-791, 2017
4282017
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
1402018
Towards Adversarial Retinal Image Synthesis
P Costa, A Galdran, MI Meyer, MD AbrÓmoff, M Niemeijer, AM Mendonša, ...
arXiv preprint arXiv:1701.08974, 2017
1372017
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
1122019
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
972018
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 applicationsá…, 2018
96*2018
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis
A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Ara˙jo, E Garrote, ...
852017
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 2019á…, 2019
572019
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
552017
Pattern based gui testing for mobile applications
P Costa, ACR Paiva, M Nabuco
Quality of Information and Communications Technology (QUATIC), 2014 9thá…, 2014
482014
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 (4á…, 2020
422020
Deep convolutional artery/vein classification of retinal vessels
MI Meyer, A Galdran, P Costa, AM Mendonša, A Campilho
Image Analysis and Recognition: 15th International Conference, ICIAR 2018á…, 2018
372018
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
352019
EyeWes: weakly supervised pre-trained convolutional neural networks for diabetic retinopathy detection
P Costa, T Ara˙jo, G Aresta, A Galdran, AM Mendonša, A Smailagic, ...
2019 16th international conference on machine vision applications (MVA), 1-6, 2019
322019
A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images
MI Meyer, P Costa, A Galdran, AM Mendonša, A Campilho
International Conference Image Analysis and Recognition, 507-515, 2017
292017
UOLO-automatic object detection and segmentation in biomedical images
T Ara˙jo, G Aresta, A Galdran, P Costa, AM Mendonša, A Campilho
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinicalá…, 2018
262018
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 Applicationsá…, 2017
252017
A no-reference quality metric for retinal vessel tree segmentation
A Galdran, P Costa, A Bria, T Ara˙jo, AM Mendonša, A Campilho
International conference on medical image computing and computer-assistedá…, 2018
182018
Galdran A Meyer MI Niemeijer M AbrÓmoff M Mendonša AM Campilho A End-to-end adversarial retinal image synthesis
P Costa
IEEE Trans Med Imaging 37 (3), 781, 2017
172017
Adversarial Synthesis of Retinal Images from Vessel Trees
P Costa, A Galdran, MI Meyer, AM Mendonša, A Campilho
International Conference Image Analysis and Recognition, 516-523, 2017
152017
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