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Carlos A. Silva
Carlos A. Silva
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The multimodal brain tumor image segmentation benchmark (BRATS)
BH Menze, A Jakab, S Bauer, J Kalpathy-Cramer, K Farahani, J Kirby, ...
IEEE transactions on medical imaging 34 (10), 1993-2024, 2014
47922014
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images
S Pereira, A Pinto, V Alves, CA Silva
IEEE Transactions on Medical Imaging 35 (5), 1240 - 1251, 2016
24472016
On the interpretability of artificial intelligence in radiology: challenges and opportunities
M Reyes, R Meier, S Pereira, CA Silva, FM Dahlweid, H Tengg-Kobligk, ...
Radiology: artificial intelligence 2 (3), e190043, 2020
2832020
MRBrainS challenge: online evaluation framework for brain image segmentation in 3T MRI scans
AM Mendrik, KL Vincken, HJ Kuijf, M Breeuwer, WH Bouvy, J De Bresser, ...
Computational intelligence and neuroscience 2015, 1-1, 2015
2642015
Retinal vessel segmentation based on fully convolutional neural networks
A Oliveira, S Pereira, CA Silva
Expert Systems with Applications 112, 229-242, 2018
2612018
Deep convolutional neural networks for the segmentation of gliomas in multi-sequence MRI
S Pereira, A Pinto, V Alves, CA Silva
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2016
1562016
ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI
S Winzeck, A Hakim, R McKinley, JA Pinto, V Alves, C Silva, M Pisov, ...
Frontiers in neurology 9, 679, 2018
1432018
Brain tumour segmentation based on extremely randomized forest with high-level features
A Pinto, S Pereira, H Correia, J Oliveira, DMLD Rasteiro, CA Silva
2015 37th annual international conference of the IEEE engineering in …, 2015
1092015
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment
S Pereira, R Meier, V Alves, M Reyes, CA Silva
Understanding and Interpreting Machine Learning in Medical Image Computing …, 2018
1082018
Hierarchical brain tumour segmentation using extremely randomized trees
A Pinto, S Pereira, D Rasteiro, CA Silva
Pattern Recognition 82, 105-117, 2018
912018
Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation
S Pereira, R Meier, R McKinley, R Wiest, V Alves, CA Silva, M Reyes
Medical image analysis 44, 228-244, 2018
882018
Automatic Brain Tissue Segmentation of Multi-sequence MR images using Random Decision Forests
S Pereira, J Festa, JA Mariz, N Sousa, CA Silva
742013
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks
S Pereira, A Pinto, J Amorim, A Ribeiro, V Alves, CA Silva
IEEE transactions on medical imaging 38 (12), 2914-2925, 2019
732019
Stroke lesion outcome prediction based on MRI imaging combined with clinical information
A Pinto, R Mckinley, V Alves, R Wiest, CA Silva, M Reyes
Frontiers in neurology 9, 1060, 2018
632018
Automatic brain tissue segmentation in MR images using random forests and conditional random fields
S Pereira, A Pinto, J Oliveira, AM Mendrik, JH Correia, CA Silva
Journal of neuroscience methods 270, 111-123, 2016
612016
On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: a preliminary study
S Pereira, A Oliveira, V Alves, CA Silva
2017 IEEE 5th Portuguese meeting on bioengineering (ENBENG), 1-4, 2017
602017
Advanced EEG-based learning approaches to predict schizophrenia: Promises and pitfalls
C Barros, CA Silva, AP Pinheiro
Artificial Intelligence in Medicine 114, 102039, 2021
522021
Augmenting data when training a CNN for retinal vessel segmentation: How to warp?
A Oliveira, S Pereira, CA Silva
2017 IEEE 5th Portuguese Meeting on Bioengineering (ENBENG), 1-4, 2017
472017
Aspect-oriented fault tolerance for real-time embedded systems
F Afonso, C Silva, N Brito, S Montenegro, A Tavares
Proceedings of the 2008 AOSD workshop on Aspects, components, and patterns …, 2008
472008
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI
S Pereira, V Alves, CA Silva
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
402018
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