publicações selecionadas
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artigo académico
- Raman spectroscopy for classification of neoplastic and non-neoplastic CAM colon tumors. Heliyon. 2024
- The chick chorioallantoic membrane assay as an in vivo model for colon tumor analysis with optical coherence tomography. Expert Systems with Applications. 2024
- From Sound Perception to Automatic Detection of Schizophrenia: An EEG-Based Deep Learning Approach. Frontiers in Psychiatry. 2022
- Combining unsupervised and supervised learning for predicting the final stroke lesion. Astronomy and Astrophysics. 2021
- Advanced EEG-based learning approaches to predict schizophrenia: Promises and pitfalls. Artificial Intelligence in Medicine. 2021
- Prediction of Stroke Lesion at 90-Day Follow-Up by Fusing Raw DSC-MRI with Parametric Maps Using Deep Learning. IEEE Access. 2021
- On the Interpretability of Artificial Intelligence in Radiology: Challenges and Opportunities. Radiology: Artificial Intelligence. 2020
- Adaptive Feature Recombination and Recalibration for Semantic Segmentation With Fully Convolutional Networks. Astronomy and Astrophysics. 2018
- Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation. Astronomy and Astrophysics. 2018
- Hierarchical brain tumour segmentation using extremely randomized trees. Pattern Recognition. 2018
- ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI. Frontiers in Neurology. 2018
- Retinal vessel segmentation based on Fully Convolutional Neural Networks. Expert Systems with Applications. 2018
- Stroke lesion outcome prediction based on MRI imaging combined with clinical information. Frontiers in Neurology. 2018
- Multi-surface segmentation of OCT images with AMD using sparse high order potentials. Biomedical Optics Express. 2017
- Automatic brain tissue segmentation in MR images using Random Forests and Conditional Random Fields. Journal of Neuroscience Methods. 2016
- Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images. Astronomy and Astrophysics. 2016
- MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. Computational Intelligence and Neuroscience. 2015
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). Astronomy and Astrophysics. 2015
- Automatic detection of microaneurysm based on the slant stacking. Proceedings of CBMS 2013 - 26th IEEE International Symposium on Computer-Based Medical Systems. 2013
- Breast skin-line detection using dynamic programming. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2011
- Magnetic Control Platform for Wireless Endoscopic Capsules. 26th European Conference on Solid-State Transducers, Eurosensor 2012. 2011
- Instantiation of a Classification System Framework that facilitates reuse. Journal of Software. 2007
- Development of Mobile Platforms Using PDA Bluetooth Control. IEEE International Symposium on Industrial Electronics. 2005
- Strategies to Improve Engineering Student’s knowledge of Emerging Technologies. IADAT Journal of Advanced Technology on Automation, Control and Instrumentation. 2005
- Virtual Student’s Zone. IADAT Journal of Advanced Technology on Education,. 2005
- On separating environmental and speaker adaptation. Seventh International Symposium on Signal Processing and Its Applications, Vol 1, Proceedings. 2003
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artigo de conferência
- A dataflow execution engine for automatic visual inspection of production lines. IEEE Open Journal of the Industrial Electronics SocIETy. 2022
- Documentation-driven GUI development for integration of image processing libraries. IEEE International Conference on Industrial Informatics (Indin). 2022
- Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation. International Journal on Software Tools for Technology Transfer. 2021
- Dilated convolutions in retinal blood vessels segmentation 2019
- Ensemble learning approaches for retinal vessel segmentation 2019
- Segmentation squeeze-and-excitation blocks in stroke lesion outcome prediction 2019
- Drinking Water Quality Monitoring: An Alternative Approach to Microbial Contamination Events. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2018
- Augmenting data when training a CNN for retinal vessel segmentation: How to warp? 2017
- Automated subretinal fluid volume quantification using multi-surface segmentation and sparse high order potentials 2017
- Drusen detection in OCT images with AMD using random forests 2017
- Modelling brain tissues intensities using dirichlet process 2017
- On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: A preliminary study 2017
- A fully automatic tool for counting Virchow-Robin Spaces in magnetic resonance imaging for lacunar stroke study 2015
- Brain Tumour Segmentation based on Extremely Randomized Forest with high-level features. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2015
- Random decision forests for automatic brain tumor segmentation on multi-modal MRI images 2015
- Sparse high order potentials for extending multi-surface segmentation of OCT images with drusen. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2015
- A middleware for intelligent environments in ambient assisted living 2014
- Design and characterization of a multiplexed capillary-driven lab-on-chip for water quality analysis 2014
- Integratable capacitive bubble counter for lab-on-chip devices 2014
- Segmentation of small bowel tumor tissue in capsule endoscopy images by using the MAP algorithm. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2012
- Mobile health monitoring platform for aal applications 2012
- Application-Level Fault Tolerance in Real-Time Embedded Systems 2008
- A language for automatic generation of fast instruction-set compiled simulators 2008
- Aspect-oriented fault tolerance for real-time embedded systems 2008
- Applying aspects to a real-time embedded operating system 2007
- Design and description of a classification system framework for easier reuse 2007
- Framework Designed to act as Kernel in the Interface between Tutor and his own Community 2006
- Heterogeneous Collaborations as a Means to Improve Student´s Learning Process 2006
- Information Crossroads – An approach to structure and present information of academic units in the Internet 2006
- MiADL: An architecture description language for design space exploration 2006
- Middleware fault tolerance support for the BOSS embedded operating system 2006
- Retargetable frameworks for embedded systems exploration 2006
- Application development by reusing object-oriented frameworks 2005
- Automatic Pedagogical Evaluation Tool 2005
- Procedures to improve undergraduate students know how - A successful story 2005
- Web Application to help Students and Tutors in Engineering Courses – A Case Study 2004
- BLIND SOURCE SEPARATION BY INDEPENDENT COMPONENT ANALYSIS APPLIED TO ELECTROENCEPHALOGRAPHIC SIGNALS 2003
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capítulo de livro
- An Architectural Model for Small-Scale Component-Oriented Frameworks 2007
- Pitch Restoration for Robust Speech Recognition. International Journal on Software Tools for Technology Transfer. 2003
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livro
- Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality Assessment 2018
- Enhancing Clinical MRI Perfusion Maps with Data-Driven Maps of Complementary Nature for Lesion Outcome Prediction 2018
- iMIMIC 2018 preface 2018
- Deep Convolutional Neural Networks for the Segmentation of Gliomas in Multi-sequence MRI 2016
- Development of Embedded Systems Using Oort 2005
- WCET Prediction for Embedded Processors Using an ADL 2005