Carlos A. Silva

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 28

Top Topics

Brain Tumor Segmentation

Magnetic Resonance Imaging

Convolutional Neural Networks

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Ana P. Lopes, Daniel F. Silva, Sérgio F. Lopes, José Higino Correia, Carlos S. Lima, Carlos A. Silva
Documentation-driven GUI development for integration of image processing libraries. INDIN (2022)
Daniel F. Silva, Ana P. Lopes, Daniel Costa, José Cabral, Carlos A. Silva, Sérgio Lopes
A dataflow execution engine for automatic visual inspection of production lines. IECON (2022)
Adriano Pinto, Sérgio Pereira, Raphael Meier, Roland Wiest, Victor Alves, Mauricio Reyes, Carlos A. Silva
Combining unsupervised and supervised learning for predicting the final stroke lesion. CoRR (2021)
Adriano Pinto, Sérgio Pereira, Raphael Meier, Roland Wiest, Victor Alves, Mauricio Reyes, Carlos A. Silva
Combining unsupervised and supervised learning for predicting the final stroke lesion. Medical Image Anal. 69 (2021)
Carla Barros, Carlos A. Silva, Ana P. Pinheiro
Advanced EEG-based learning approaches to predict schizophrenia: Promises and pitfalls. Artif. Intell. Medicine 114 (2021)
Carlos A. Silva, Adriano Pinto, Sérgio Pereira, Ana Lopes
Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation. CoRR (2021)
Adriano Pinto, Joana Amorim, Arsany Hakim, Victor Alves, Mauricio Reyes, Carlos A. Silva
Prediction of Stroke Lesion at 90-Day Follow-Up by Fusing Raw DSC-MRI With Parametric Maps Using Deep Learning. IEEE Access 9 (2021)
Carlos A. Silva, Adriano Pinto, Sérgio Pereira, Ana Lopes
Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2020)
Sérgio Pereira, Adriano Pinto, Joana Amorim, Alexandrine Ribeiro, Victor Alves, Carlos A. Silva
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks. CoRR (2020)
Sérgio Pereira, Adriano Pinto, Joana Amorim, Alexandrine Ribeiro, Victor Alves, Carlos A. Silva
Adaptive Feature Recombination and Recalibration for Semantic Segmentation With Fully Convolutional Networks. IEEE Trans. Medical Imaging 38 (12) (2019)
Adriano Pinto, Sérgio Pereira, Deolinda M. L. D. Rasteiro, Carlos A. Silva
Hierarchical brain tumour segmentation using extremely randomized trees. Pattern Recognit. 82 (2018)
Sérgio Pereira, Victor Alves, Carlos A. Silva
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI. CoRR (2018)
Américo Oliveira, Sérgio Pereira, Carlos A. Silva
Retinal vessel segmentation based on Fully Convolutional Neural Networks. Expert Syst. Appl. 112 (2018)
João Carlos Gomes Simões, Tao Dong, Yili Yang, Carlos A. Silva
Drinking Water Quality Monitoring: An Alternative Approach to Microbial Contamination Events. EMBC (2018)
Américo Oliveira, Sérgio Pereira, Carlos A. Silva
Retinal vessel segmentation based on Fully Convolutional Neural Networks. CoRR (2018)
Sérgio Pereira, Raphael Meier, Victor Alves, Mauricio Reyes, Carlos A. Silva
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment. CoRR (2018)
Sérgio Pereira, Raphael Meier, Victor Alves, Mauricio Reyes, Carlos A. Silva
Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality Assessment. MLCN/DLF/iMIMIC@MICCAI (2018)
Sérgio Pereira, Victor Alves, Carlos A. Silva
Adaptive Feature Recombination and Recalibration for Semantic Segmentation: Application to Brain Tumor Segmentation in MRI. MICCAI (3) (2018)
Adriano Pinto, Sérgio Pereira, Raphael Meier, Victor Alves, Roland Wiest, Carlos A. Silva, Mauricio Reyes
Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction. CoRR (2018)
Adriano Pinto, Sérgio Pereira, Raphael Meier, Victor Alves, Roland Wiest, Carlos A. Silva, Mauricio Reyes
Enhancing Clinical MRI Perfusion Maps with Data-Driven Maps of Complementary Nature for Lesion Outcome Prediction. MICCAI (3) (2018)
Sérgio Pereira, Raphael Meier, Richard McKinley, Roland Wiest, Victor Alves, Carlos A. Silva, Mauricio Reyes
Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation. Medical Image Anal. 44 (2018)
Sérgio Pereira, Adriano Pinto, Victor Alves, Carlos A. Silva
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images. IEEE Trans. Medical Imaging 35 (5) (2016)
Bjoern H. Menze, András Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin S. Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth R. Gerstner, Marc-André Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Herve Delingette, Çagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, José Antonio Mariz, Raphael Meier, Sérgio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael T. Ryan, Duygu Sarikaya, Lawrence H. Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gábor Székely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gözde B. Ünal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, Darko Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans. Medical Imaging 34 (10) (2015)
Adriënne M. Mendrik, Koen L. Vincken, Hugo J. Kuijf, Marcel Breeuwer, Willem H. Bouvy, Jeroen de Bresser, Amir Alansary, Marleen de Bruijne, Aaron Carass, Ayman El-Baz, Amod Jog, Ranveer Katyal, Ali R. Khan, Fedde van der Lijn, Qaiser Mahmood, Ryan Mukherjee, Annegreet van Opbroek, Sahil Paneri, Sérgio Pereira, Mikael Persson, Martin Rajchl, Duygu Sarikaya, Örjan Smedby, Carlos A. Silva, Henri A. Vrooman, Saurabh Vyas, Chunliang Wang, Liang Zhao, Geert Jan Biessels, Max A. Viergever
MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. Comput. Intell. Neurosci. 2015 (2015)
Sérgio Pereira, José Antonio Mariz, Nuno Sousa, J. H. Correia, Carlos A. Silva
A Fully Automatic Tool for Counting Virchow-Robin Spaces in Magnetic Resonance Imaging for Lacunar Stroke Study. BIOIMAGING (2015)
Adriano Pinto, Sérgio Pereira, Higino Correia, Jorge Oliveira, Deolinda M. L. D. Rasteiro, Carlos A. Silva
Brain Tumour Segmentation based on Extremely Randomized Forest with high-level features. EMBC (2015)
Jorge Oliveira, Sérgio Pereira, Luís Gonçalves, Manuel Ferreira, Carlos A. Silva
Sparse high order potentials for extending multi-surface segmentation of OCT images with drusen. EMBC (2015)
Sérgio Pereira, Adriano Pinto, Victor Alves, Carlos A. Silva
Deep Convolutional Neural Networks for the Segmentation of Gliomas in Multi-sequence MRI. Brainles@MICCAI (2015)
Carlos Honrado, Carlos A. Silva, Tao Dong
Design and characterization of a multiplexed capillary-driven lab-on-chip for water quality analysis. MeMeA (2014)
Catia Barbosa, Carlos A. Silva, Tao Dong
Integratable capacitive bubble counter for lab-on-chip devices. MeMeA (2014)
Rui Pereira, Carla Barros, Sérgio Pereira, Paulo M. Mendes, Carlos A. Silva
A middleware for intelligent environments in ambient assisted living. EMBC (2014)
Jorge Oliveira, Graça Minas, Carlos A. Silva
Automatic detection of microaneurysm based on the slant stacking. CBMS (2013)
Carlos A. Silva, C. G. Lima, J. H. Correia
Breast skin-line detection using dynamic programming. EMBC (2011)
Francisco Afonso, Carlos A. Silva, Nuno Brito, Sergio Montenegro, Adriano Tavares
Aspect-oriented fault tolerance for real-time embedded systems. ACP4IS@AOSD (2008)
Francisco Afonso, Carlos A. Silva, Adriano Tavares, Sergio Montenegro
Application-level fault tolerance in real-time embedded systems. SIES (2008)
José Carlos Metrôlho, Carlos Couto, Carlos A. Silva, Adriano Tavares
A language for automatic generation of fast instruction-set compiled simulators. SIES (2008)
Sérgio F. Lopes, Adriano Tavares, João L. Monteiro, Carlos A. Silva
An Architectural Model for Small-Scale Component-Oriented Frameworks. ECSA (2007)
Sérgio F. Lopes, Adriano Tavares, João L. Monteiro, Carlos A. Silva
Instantiation of a Classification System Framework that Facilitates Reuse. J. Softw. 2 (4) (2007)
Francisco Afonso, Carlos A. Silva, Sergio Montenegro, Adriano Tavares
Applying aspects to a real-time embedded operating system. ACP4IS (2007)
Sérgio F. Lopes, Adriano Tavares, João L. Monteiro, Carlos A. Silva
Design and Description of a Classification System Framework for Easier Reuse. ECBS (2007)
Francisco Afonso, Carlos A. Silva, Sergio Montenegro, Adriano Tavares
Middleware Fault Tolerance Support for the BOSS Embedded Operating System. WISES (2006)
Carlos S. Lima, Adriano Tavares, Carlos A. Silva
Pitch Restoration for Robust Speech Recognition. PROPOR (2003)
Carlos S. Lima, Carlos A. Silva, Adriano Tavares, Jorge Oliveira
On separating environmental and speaker adaptation. ISSPA (1) (2003)
Carlos S. Lima, Carlos A. Silva, Adriano Tavares, Jorge Oliveira
Blind source separation by independent component analysis applied to electroencephalographic signals. MAVEBA (2003)