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 | 2755 | 2016 |
A hitchhiker's guide to diffusion tensor imaging JM Soares, P Marques, V Alves, N Sousa Frontiers in neuroscience 7, 31, 2013 | 1048 | 2013 |
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, 218898, 2016 | 289 | 2016 |
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 | 173 | 2016 |
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 | 170 | 2018 |
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 | 151 | 2018 |
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 | 106 | 2018 |
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 | 85 | 2019 |
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, 384549, 2018 | 79 | 2018 |
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 | 67 | 2017 |
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 | 54 | 2019 |
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 | 44 | 2021 |
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 | 43 | 2018 |
Ambient intelligence via multiagent systems in the medical arena JM Machado, V Alves, A Abelha, J Neves CRL Publishing, 2007 | 38 | 2007 |
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 | 36 | 2018 |
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 | 34 | 2017 |
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 | 30 | 2021 |
BrainCAT-a tool for automated and combined functional Magnetic Resonance Imaging and Diffusion Tensor Imaging brain connectivity analysis P Marques, JM Soares, V Alves, N Sousa Frontiers in human neuroscience 7, 794, 2013 | 26 | 2013 |
The impact of normalization and segmentation on resting-state brain networks R Magalhães, P Marques, J Soares, V Alves, N Sousa Brain connectivity 5 (3), 166-176, 2015 | 24 | 2015 |
A computational environment for medical diagnosis support systems V Alves, J Neves, M Maia, L Nelas International Symposium on Medical Data Analysis, 42-47, 2001 | 24 | 2001 |