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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 Abràmoff, AM Mendonça, ...
IEEE transactions on medical imaging 37 (3), 781-791, 2017
4702017
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
1542018
Towards Adversarial Retinal Image Synthesis
P Costa, A Galdran, MI Meyer, MD Abràmoff, M Niemeijer, AM Mendonça, ...
arXiv preprint arXiv:1701.08974, 2017
1492017
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
1252019
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
992018
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis
A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Araújo, E Garrote, ...
932017
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
622019
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
562017
Pattern based gui testing for mobile applications
P Costa, ACR Paiva, M Nabuco
Quality of Information and Communications Technology (QUATIC), 2014 9th …, 2014
502014
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
452020
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
402019
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
382019
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
382018
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
332017
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
272018
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
252017
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
232018
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
162017
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
152023
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