Carlos Alberto Batista Silva
Carlos Alberto Batista Silva-
From 2013 to 2014
-
At ALGORITMI
- Researcher with PhD (Investigador Doutorado)
- Member of the MNBA R&D Line
-
Academic Degree
PhD (Doutoramento)
-
Current Position
Assistant Professor (Professor Auxiliar) at Escola de Engenharia da Universidade do Minho
Personal E-mail
ORCID
- Ensemble learning approaches for retinal vessel segmentation.Ribeiro, A.; Lopes, A.P.; Silva, C.A.6th IEEE Portuguese Meeting on Bioengineering, ENBENG 2019 - Proceedings2019
ALGORITMI Members
- Dilated convolutions in retinal blood vessels segmentation.Lopes, A.P.; Ribeiro, A.; Silva, C.A.6th IEEE Portuguese Meeting on Bioengineering, ENBENG 2019 - Proceedings2019
ALGORITMI Members
- Segmentation squeeze-and-excitation blocks in stroke lesion outcome prediction.Amorim, J.; Pinto, A.; Pereira, S.; Silva, C.A.6th IEEE Portuguese Meeting on Bioengineering, ENBENG 2019 - Proceedings2019
- Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment.Pereira, S.; Meier, R.; Alves, V.; Reyes, M.; Silva, C.A.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018
- Drinking Water Quality Monitoring: An Alternative Approach to Microbial Contamination Events.Simaes, J.C.G.; Dong, T.; Yang, Y.; Silva, C.A.Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS2018
ALGORITMI Members
- ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI.Winzeck, S.; Hakim, A.; McKinley, R.; Pinto, J.A.A.D.S.R.; Alves, V&amFrontiers in Neurology2018
- Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation.Pereira, S.; Meier, R.; McKinley, R.; Wiest, R.; Alves, V.; Silva, C.A.&aMedical Image Analysis2018
- Hierarchical brain tumour segmentation using extremely randomized trees.Pinto, A.; Pereira, S.; Rasteiro, D.; Silva, C.A.Pattern Recognition2018
- Enhancing clinical MRI perfusion maps with data-driven maps of complementary nature for lesion outcome prediction.Pinto, A.; Pereira, S.; Meier, R.; Alves, V.; Wiest, R.; Silva, C.A.&Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018
- iMIMIC 2018 preface.Reyes, M.; Silva, C.A.; Pereira, S.; Meier, R.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018
- Retinal vessel segmentation based on Fully Convolutional Neural Networks.Oliveira, A.; Pereira, S.; Silva, C.A.Expert Systems with Applications2018
ALGORITMI Members
- Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI.Pereira, S.; Alves, V.; Silva, C.A.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018
- Stroke lesion outcome prediction based on MRI imaging combined with clinical information.Pinto, A.; McKinley, R.; Alves, V.; Wiest, R.; Silva, C.A.; Reyes, M.Frontiers in Neurology2018
- Modelling brain tissues intensities using dirichlet process.Joao, M.; Pereira, S.; Silva, C.A.; Rasteiro, D.M.L.D.ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings2017
- Automated subretinal fluid volume quantification using multi-surface segmentation and sparse high order potentials.Carvalho, F.; Oliveira, J.; Figueiredo, C.; Falcao, M.; Silva, C.A.ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings2017
ALGORITMI Members
- Augmenting data when training a CNN for retinal vessel segmentation: How to warp?.Oliveira, A.; Pereira, S.; Silva, C.A.ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings2017
- On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: A preliminary study.Pereira, S.; Oliveira, A.; Alves, V.; Silva, C.A.ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings2017
- Multi-surface segmentation of OCT images with AMD using sparse high order potentials.Oliveira, J.; Pereira, S.; Gon?alves, L.; Ferreira, M.; Silva, C.A.Biomedical Optics Express2017
- Drusen detection in OCT images with AMD using random forests.Oliveira, J.; Goncalves, L.; Ferreira, M.; Silva, C.A.ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings2017
ALGORITMI Members
- Automatic brain tissue segmentation in MR images using Random Forests and Conditional Random Fields.Pereira, S.; Pinto, A.; Oliveira, J.; Mendrik, A.M.; Correia, J.H.; Silva&commaJournal of Neuroscience Methods2016
- Deep convolutional neural networks for the segmentation of gliomas in multi-sequence MRI.Pereira, S.; Pinto, A.; Alves, V.; Silva, C.A.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
- Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images.Pereira, S.; Pinto, A.; Alves, V.; Silva, C.A.IEEE Transactions on Medical Imaging2016
- Sparse high order potentials for extending multi-surface segmentation of OCT images with drusen.Oliveira, J.; Pereira, S.; Goncalves, L.; Ferreira, M.; Silva, C.A.Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS2015
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS).Menze, B.H.; Jakab, A.; Bauer, S.; Kalpathy-Cramer, J.; Farahani, K.; Kirby, J&pIEEE Transactions on Medical Imaging2015
- A fully automatic tool for counting Virchow-Robin Spaces in magnetic resonance imaging for lacunar stroke study.Pereira, S.; Mariz, J.A.; Sousa, N.; Correia, J.H.; Silva, C.A.BIOIMAGING 2015 - 2nd International Conference on Bioimaging, Proceedings; Part of 8th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 20152015
- Brain Tumour Segmentation based on Extremely Randomized Forest with high-level features.Pinto, A.; Pereira, S.; Correia, H.; Oliveira, J.; Rasteiro, D.M.L.D.; SProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS2015
- MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans.Mendrik, A.M.; Vincken, K.L.; Kuijf, H.J.; Breeuwer, M.; Bouvy, W.H.&aComputational Intelligence and Neuroscience2015
- Random decision forests for automatic brain tumor segmentation on multi-modal MRI images.Pinto, A.; Pereira, S.; Dinis, H.; Silva, C.A.; Rasteiro, D.M.L.D.Proceedings - 2015 IEEE 4th Portuguese Meeting on Bioengineering, ENBENG 20152015
- Design and characterization of a multiplexed capillary-driven lab-on-chip for water quality analysis.Honrado, C.; Silva, C.A.; Dong, T.IEEE MeMeA 2014 - IEEE International Symposium on Medical Measurements and Applications, Proceedings2014
ALGORITMI Members
- A middleware for intelligent environments in ambient assisted living.Pereira, R.; Barros, C.; Pereira, S.; Mendes, P.M.; Silva, C.A.2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 20142014
- Integratable capacitive bubble counter for lab-on-chip devices.Barbosa, C.; Silva, C.A.; Dong, T.IEEE MeMeA 2014 - IEEE International Symposium on Medical Measurements and Applications, Proceedings2014
ALGORITMI Members
- Automatic detection of microaneurysm based on the slant stacking.Oliveira, J.; Minas, G.; Silva, C.Proceedings of CBMS 2013 - 26th IEEE International Symposium on Computer-Based Medical Systems2013
- Segmentation of small bowel tumor tissue in capsule endoscopy images by using the MAP algorithm.Vieira, P.; Ramos, J.; Barbosa, D.; Roupar, D.; Silva, C.; Correia, H.; LimProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS2012
- Segmentation of small bowel tumor tissue in capsule endoscopy images by using the MAP algorithm..Vieira, P.; Ramos, J.; Barbosa, D.; Roupar, D.; Silva, C.; Correia, H.; LimConference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference2012
- Mobile health monitoring platform for aal applications.Festa, J.; Silva, C.; Mendes, P.M.BIODEVICES 2012 - Proceedings of the International Conference on Biomedical Electronics and Devices2012
- Breast skin-line detection using dynamic programming..Silva, C.A.; Lima, C.G.; Correia, J.H.Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference2011
- Breast skin-line detection using dynamic programming.Silva, C.A.; Lima, C.G.; Correia, J.H.Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS2011
- Aspect-oriented fault tolerance for real-time embedded systems.Afonso, F.; Silva, C.; Brito, N.; Montenegro, S.; Tavares, A.ACM International Conference Proceeding Series2008
- A language for automatic generation of fast instruction-set compiled simulators.Metr\^olho, J.C.; Silva, C.A.; Couto, C.; Tavares, A.SIES'2008 - 3rd International Symposium on Industrial Embedded Systems2008
- An architectural model for small-scale component-oriented frameworks.Lopes, S.; Tavares, A.; Monteiro, J.; Silva, C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2007
- Applying aspects to a real-time embedded operating system.Afonso, F.; Silva, C.; Montenegro, S.; Tavares, A.ACM International Conference Proceeding Series2007
- Instantiation of a Classification System Framework that facilitates reuse.Lopes, S.F.; Tavares, A.C.; Monteiro, J.L.; Silva, C.A.Journal of Software2007
- Design and description of a classification system framework for easier reuse.Lopes, S.; Tavares, A.; Monteiro, J.; Silva, C.Proceedings of the International Symposium and Workshop on Engineering of Computer Based Systems2007
- Middleware fault tolerance support for the BOSS embedded operating system.Afonso, F.; Silva, C.; Montenegro, S.; Tavares, A.Proceedings of the Fourth Workshop on Intelligent Solutions in Embedded Systems, WISES 20062006
- MiADL: An architecture description language for design space exploration.Metr\^olho, J.; Silva, C.A.; Couto, C.; Tavares, A.IFAC Proceedings Volumes (IFAC-PapersOnline)2006
- Retargetable frameworks for embedded systems exploration.Metr\^olho, J.C.; Silva, C.A.; Couto, C.; Tavares, A.Proceedings of the IEEE International Conference on Industrial Technology2006
- Development of embedded systems using oort: A case study.Lopes, S.; Silva, C.; Tavares, A.; Monteiro, J.Design of Embedded Control Systems2005
- Procedures to improve undergraduate students know how - A successful story.Metr\^olho, J.C.; Costa, M.; Silva, C.Proceedings - Frontiers in Education Conference, FIE2005
ALGORITMI Members
- Application development by reusing object-oriented frameworks.Lopes, S.F.; Tavares, A.C.; Silva, C.A.; Monteiro, J.L.EUROCON 2005 - The International Conference on Computer as a Tool2005
- Development of mobile platforms using PDA bluetooth control.Rodrigues, H.; Gaspar, T.; Odedra, S.; Costa, M.; Metrôlho, J.; Prior, S.&IEEE International Symposium on Industrial Electronics2005
- WCET prediction for embedded processors using an ADL.Tavares, A.; Silva, C.; Lima, C.; Metrolho, J.; Couto, C.Design of Embedded Control Systems2005
- Pitch restoration for robust speech recognition.Lima, C.; Tavares, A.; Silva, C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2003
| Year | Supervision | Co-Supervision |
|---|---|---|
| 2015 |
| |
