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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TítuloCitado porAno
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
1272017
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
112017
BACH: Grand Challenge on Breast Cancer Histology Images
G Aresta, T Araújo, S Kwok, SS Chennamsetty, M Safwan, V Alex, ...
arXiv preprint arXiv:1808.04277, 2018
72018
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
42017
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
32016
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
12019
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
12018
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
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
2019
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery
WG Macready, J Bialopetravicius, E Flouty, CH Qiu, S Dill, ...
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, ...
arXiv preprint arXiv:1811.12789, 2018
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
2018
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
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, ...
2018
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
2017
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
2015
Biomechanics in Vascular Biology and Cardiovascular Disease
D Carvalho, G Aresta, M Ferreira, R Costa-Almeida
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Artigos 1–17