Guilherme Aresta
Guilherme Aresta
Faculdade de Engenharia da Universidade do Porto | INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência
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Classification of breast cancer histology images using convolutional neural networks
T Araújo, G Aresta, E Castro, J Rouco, P Aguiar, C Eloy, A Polónia, ...
PloS one 12 (6), e0177544, 2017
Bach: Grand challenge on breast cancer histology images
G Aresta, T Araújo, S Kwok, SS Chennamsetty, M Safwan, V Alex, ...
Medical image analysis 56, 122-139, 2019
Data-driven color augmentation techniques for deep skin image analysis
A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Araújo, E Garrote, ...
arXiv preprint arXiv:1703.03702, 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
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network
G Aresta, C Jacobs, T Araújo, A Cunha, I Ramos, B van Ginneken, ...
Scientific reports 9 (1), 1-9, 2019
An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans
E Shakibapour, A Cunha, G Aresta, AM Mendonça, A Campilho
Expert Systems with Applications 119, 415-428, 2019
LNDb: a lung nodule database on computed tomography
J Pedrosa, G Aresta, C Ferreira, M Rodrigues, P Leitão, AS Carvalho, ...
arXiv preprint arXiv:1911.08434, 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
Detection of juxta-pleural lung nodules in computed tomography images
G Aresta, A Cunha, A Campilho
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 101343N, 2017
DR| GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images
T Araújo, G Aresta, L Mendonça, S Penas, C Maia, Â Carneiro, ...
Medical Image Analysis 63, 101715, 2020
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
Effects of hypergravity on the angiogenic potential of endothelial cells
R Costa-Almeida, DTO Carvalho, MJS Ferreira, G Aresta, ME Gomes, ...
Journal of The Royal Society Interface 13 (124), 20160688, 2016
Towards an automatic lung cancer screening system in low dose computed tomography
G Aresta, T Araújo, C Jacobs, B van Ginneken, A Cunha, I Ramos, ...
Image Analysis for Moving Organ, Breast, and Thoracic Images, 310-318, 2018
Radiologists' Gaze Characterization During Lung Nodule Search in Thoracic CT
M Machado, G Aresta, P Leitão, AS Carvalho, M Rodrigues, I Ramos, ...
2018 International Conference on Graphics and Interaction (ICGI), 1-7, 2018
Automatic lung nodule detection combined with gaze information improves radiologists’ screening performance
G Aresta, C Ferreira, J Pedrosa, T Araújo, J Rebelo, E Negrão, ...
IEEE journal of biomedical and health informatics 24 (10), 2894-2901, 2020
Wide residual network for lung-rads™ screening referral
CA Ferreira, G Aresta, A Cunha, AM Mendonça, A Campilho
2019 IEEE 6th Portuguese Meeting on Bioengineering (ENBENG), 1-4, 2019
Artificial intelligence improves the accuracy in histologic classification of breast lesions
A Polónia, S Campelos, A Ribeiro, I Aymore, D Pinto, M Biskup-Fruzynska, ...
American Journal of Clinical Pathology 155 (4), 527-536, 2021
Optical flow based approach for automatic cardiac cycle estimation in ultrasound images of the carotid
T Araújo, G Aresta, J Rouco, C Ferreira, E Azevedo, A Campilho
International Conference Image Analysis and Recognition, 360-367, 2015
LNDetector: A flexible gaze characterisation collaborative platform for pulmonary nodule screening
J Pedrosa, G Aresta, J Rebelo, E Negrão, I Ramos, A Cunha, A Campilho
Mediterranean Conference on Medical and Biological Engineering and Computing …, 2019
Improving Convolutional Neural Network Design via Variable Neighborhood Search
T Araújo, G Aresta, B Almada-Lobo, AM Mendonça, A Campilho
International Conference Image Analysis and Recognition, 371-379, 2017
O sistema não pode efectuar a operação agora. Tente novamente mais tarde.
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