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Victor Alves
Victor Alves
University of Minho
Adresse e-mail validée de di.uminho.pt
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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
29842016
A hitchhiker's guide to diffusion tensor imaging
JM Soares, P Marques, V Alves, N Sousa
Frontiers in neuroscience 7, 31, 2013
11592013
A Hitchhiker's guide to functional magnetic resonance imaging
JM Soares, R Magalhães, PS Moreira, A Sousa, E Ganz, A Sampaio, ...
Frontiers in neuroscience 10, 515, 2016
3452016
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
1822018
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
1802016
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
1782018
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
1172018
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
902019
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
852018
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
672017
Automated computer-aided design of cranial implants using a deep volumetric convolutional denoising autoencoder
A Morais, J Egger, V Alves
World conference on information systems and technologies, 151-160, 2019
592019
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
492018
AutoImplant 2020-first MICCAI challenge on automatic cranial implant design
J Li, P Pimentel, A Szengel, M Ehlke, H Lamecker, S Zachow, L Estacio, ...
IEEE transactions on medical imaging 40 (9), 2329-2342, 2021
462021
Enhancing clinical MRI perfusion maps with data-driven maps of complementary nature for lesion outcome prediction
A Pinto, S Pereira, R Meier, V Alves, R Wiest, CA Silva, M Reyes
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
422018
Ambient intelligence via multiagent systems in the medical arena
JM Machado, V Alves, A Abelha, J Neves
CRL Publishing, 2007
392007
Promoting entrepreneurship among informatics engineering students: insights from a case study
JM Fernandes, P Afonso, V Fonte, V Alves, AN Ribeiro
European Journal of Engineering Education 42 (1), 91-108, 2017
352017
Synthetic skull bone defects for automatic patient-specific craniofacial implant design
J Li, C Gsaxner, A Pepe, A Morais, V Alves, G von Campe, J Wallner, ...
Scientific Data 8 (1), 36, 2021
342021
Use of phase change materials microcapsules in aerial lime and gypsum mortars
SRL Cunha, V Alves, JL Aguiar, VM Ferreira
332011
Entropy and organizational performance
J Neves, N Maia, G Marreiros, M Neves, A Fernandes, J Ribeiro, I Araújo, ...
International conference on hybrid artificial intelligence systems, 206-217, 2019
282019
Combining unsupervised and supervised learning for predicting the final stroke lesion
A Pinto, S Pereira, R Meier, R Wiest, V Alves, M Reyes, CA Silva
Medical image analysis 69, 101888, 2021
272021
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