Algoritmi | User | Victor Manuel Rodrigues Alves
Victor Manuel Rodrigues Alves
Victor Manuel Rodrigues Alves
At Algoritmi
Academic Degree
PhD
Current Position
Assistant Professor at Escola de Engenharia da Universidade do Minho
Personal Webpage
http://www4.di.uminho.pt/~vma/Personal Email
valves@di.uminho.ptOrcid
0000-0003-1819-7051Researcher ID
D-1319-2009Ciência ID
111C-CE57-3F88Google Scholar
h-index
18Publications
108Editorial
1Citations
3840Q1 / Q2
36About Me 
Victor Alves is Assistant Professor of the Department of Informatics, School of Engineering, University of Minho. He got his PhD in Computer Science in 2002. He teaches and taught several curricular units in the topics of Programing Paradigms , Medical Informatics, Artificial Intelligence, Knowledge Engineering, Intelligent Systems, Medical Imaging Informatics, Informatic Engineering Projects in different and related fields of Computer Engineering. His main expertise lies in the Medical Imaging Informatics field, mainly in modeling of the imaging modalities and their interpretation by synergistic human-machine methods for clinical benefits and applications not only in the computer-aided diagnosis/detection research context but in the broader context of ambient intelligence. He has always prioritized work in scientific R&D groups geared towards application in industrial domains and medical services. He has participated in several of publicly funded projects through FCT, the European Community or through the provision of services to the Community. He is one of the authors publicly available applications such as MVFG a Multi-format Video Frame Grabber (An ImageJ Plugin); MIVbox a device for acquisition, Processing and Diffusion of Endoscopy Procedures Results; MIVprocessing/MIVarchive/MIVstream/MIVstation Software applications for processing, diffusion, archiving and streaming of endoscopy videos; BrainCAT a tool for automated and combined functional Magnetic Resonance Imaging and Diffusion Tensor Imaging brain connectivity analysis. He was the IT responsible of the MyEndoscopy module of project DoIT financed by the “Fundo Europeu de Desenvolvimento Regional (FEDER) através do Programa Operacional Fatores de Competitividade (POFC)”. He is former Associate Director of the CCTC-Center for Computer Science and Technology (2013-2015). He supervised 5 PhDs and 84 MSc students. He supervises now 9 PhD and 20 MSc. He has more than 130 indexed (ISI, Scopus, DBLP, ACM, Lens, Google scholar), publications in books, book chapters, journals and proceedings of international and national conferences, with more than 5000 citations from authors from all over the world. These publication were the result of research activities in collaboration with researchers of several national and international entities.
Publications (136)
Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting
Algorithms
2024 | journal-article
Automatic Hemorrhage Detection in Magnetic Resonance Imaging in Cerebral Amyloid Angiopathy
2024 | book-chapter
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy
Medical Image Analysis
2024 | journal-article
Algorithm Recommendation and Performance Prediction Using Meta-Learning
International Journal of Neural Systems
2023 | journal-article
Augmented Reality-Assisted Ultrasound Breast Biopsy
Sensors
2023 | journal-article
MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
arXiv
2023 | other
Multi-agent System for Multimodal Machine Learning Object Detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | conference-paper
Multilingual Natural Language Processing Model for Radiology Reports The Summary is all you need!
arXiv
2023 | other
Observability: Towards Ethical Artificial Intelligence
2023 | book-chapter
Open-source skull reconstruction with MONAI
SoftwareX
2023 | journal-article
Predicting Model Training Time to Optimize Distributed Machine Learning Applications
Electronics (Switzerland)
2023 | journal-article
Preface
Lecture Notes in Networks and Systems
2023 | book
Real-Time Algorithm Recommendation Using Meta-Learning
Lecture Notes in Networks and Systems
2023 | book
TREATMENT AND FOLLOW-UP GUIDELINES FOR MULTIPLE BRAIN METASTASES: A SYSTEMATIC REVIEW
arXiv
2023 | other
Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge
Medical Image Analysis
2023 | journal-article
AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier
arXiv
2022 | other
Employees balance and stability as key points in organizational performance
Logic Journal of the IGPL
2022 | journal-article
GAN-based generation of realistic 3D data A systematic review and taxonomy
arXiv
2022 | other
Generation of Synthetic Data
Advances in Medical Technologies and Clinical Practice
2022 | book-chapter
Generation of Synthetic Rat Brain MRI Scans with a 3D Enhanced Alpha Generative Adversarial Network
Applied Sciences (Switzerland)
2022 | journal-article
Open-Source Skull Reconstruction with MONAI
arXiv
2022 | other
Radiomics in Head and Neck Cancer Outcome Predictions
Diagnostics
2022 | journal-article
Transforming Ideas and Developing Entrepreneurship Skills in Computing Sciences and Informatics Engineering Courses
ACM International Conference Proceeding Series
2022 | conference-paper
Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design
IEEE Transactions on Medical Imaging
2021 | journal-article
Automatic segmentation of the olfactory bulb
Brain Sciences
2021 | journal-article
Combining unsupervised and supervised learning for predicting the final stroke lesion
Medical Image Analysis
2021 | journal-article
Contactless Human-Computer Interaction Using a Deep Neural Network Pipeline for Real-Time Video Interpretation and Classification
Communications in Computer and Information Science
2021 | conference-paper
Generation of Synthetic Rat Brain MRI scans with a 3D Enhanced Alpha-GAN
arXiv
2021 | other
Prediction of Stroke Lesion at 90-Day Follow-Up by Fusing Raw DSC-MRI with Parametric Maps Using Deep Learning
IEEE Access
2021 | journal-article
Radiomics in head and neck cancer
Computer-Aided Oral and Maxillofacial Surgery: Developments, Applications, and Future Perspectives
2021 | book-chapter
Study of MRI-Based Biomarkers on Patients with Cerebral Amyloid Angiopathy Using Artificial Intelligence
Advances in Intelligent Systems and Computing
2021 | conference-paper
Synthetic skull bone defects for automatic patient-specific craniofacial implant design
Scientific Data
2021 | journal-article
Trends in the Use of 3D Printing with Medical Imaging
Advances in Intelligent Systems and Computing
2021 | conference-paper
A Study on CNN Architectures for Chest X-Rays Multiclass Computer-Aided Diagnosis
Advances in Intelligent Systems and Computing
2020 | book
Bridging the Gap of Neuroscience, Philosophy, and Evolutionary Biology to Propose an Approach to Machine Learning of Human-Like Ethics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | book
Predicting Recurring Telecommunications Customer Support Problems Using Deep Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | conference-paper
Some considerations on quantum computing at sub-atomic scales and its impact in the future of moore’s law
Quantum Information and Computation
2020 | journal-article
Some considerations on the estimation of the value associated to a clinical act
Procedia Computer Science
2020 | conference-paper
Spatial Normalization of MRI Brain Studies Using a U-Net Based Neural Network
Advances in Intelligent Systems and Computing
2020 | conference-paper
A MRI View of Brain Tumor Outcome Prediction
Advances in Science, Technology and Innovation
2019 | book-chapter
A deep learning line to assess patient’s lung cancer stages
Advances in Intelligent Systems and Computing
2019 | book-chapter
Adaptive Feature Recombination and Recalibration for Semantic Segmentation with Fully Convolutional Networks
IEEE Transactions on Medical Imaging
2019 | journal-article
Assessing Individuals Learning’s Impairments from a Social Entropic Perspective
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Automated computer-aided design of cranial implants using a deep volumetric convolutional denoising autoencoder
Advances in Intelligent Systems and Computing
2019 | conference-paper
Combining image and non-image clinical data: An infrastructure that allows machine learning studies in a hospital environment
Advances in Intelligent Systems and Computing
2019 | conference-paper
Convolutional neural network-based regression for quantification of brain characteristics using MRI
Advances in Intelligent Systems and Computing
2019 | conference-paper
Dyscalculia: A behavioural vision
Lecture Notes in Electrical Engineering
2019 | conference-paper
Entropy and Organizational Performance
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Interpretability of a Deep Learning Model for Rodents Brain Semantic Segmentation
IFIP Advances in Information and Communication Technology
2019 | conference-paper
Predicting diabetic foot maturing through evolutionary computation
Lecture Notes in Networks and Systems
2019 | book-chapter
Prediction of neoadjuvant chemotherapy outcome in breast cancer patients
Lecture Notes in Electrical Engineering
2019 | conference-paper
A case-based reasoning approach to GBM evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Chest X-ray image analysis: A vision of logic programming
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Deep learning based pipeline for fingerprinting using brain functional MRI connectivity data
Procedia Computer Science
2018 | conference-paper
Diagnosis of Alzheimer disease through an artificial neural network based system
Advances in Intelligent Systems and Computing
2018 | conference-paper
Enhancing clinical MRI perfusion maps with data-driven maps of complementary nature for lesion outcome prediction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | book
Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation
Medical Image Analysis
2018 | journal-article
Forecast in the pharmaceutical area – Statistic models vs deep learning
Advances in Intelligent Systems and Computing
2018 | conference-paper
ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI
Frontiers in Neurology
2018 | journal-article
Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Stroke lesion outcome prediction based on MRI imaging combined with clinical information
Frontiers in Neurology
2018 | journal-article
Augmented Reality in Surgery
Next-Generation Mobile and Pervasive Healthcare Solutions
2017 | book-chapter
A case base approach to cardiovascular diseases using chest x-ray image analysis
ICAART 2017 - Proceedings of the 9th International Conference on Agents and Artificial Intelligence
2017 | conference-paper
A case based methodology for problem solving aiming at knee osteoarthritis detection
Advances in Intelligent Systems and Computing
2017 | conference-paper
A hospital service kiosk in the patient’s pocket
Advances in Intelligent Systems and Computing
2017 | conference-paper
A knowledge representation and reasoning system for multimodal neuroimaging studies
Inteligencia Artificial
2017 | journal-article
Age prediction through pelvis X-Ray images: A case based approach to problem solving
Proceedings - 2016 3rd International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2016
2017 | conference-paper
An evolutionary computing approach to diabetic foot analysis
2017 Intelligent Systems Conference, IntelliSys 2017
2017 | conference-paper
Erratum to: Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data (Journal of Medical Systems, (2016), 40, 11, (243), 10.1007/s10916-016-0594-2)
Journal of Medical Systems
2017 | journal-article
Gaming in dyscalculia: A review on disMAT
Advances in Intelligent Systems and Computing
2017 | conference-paper
ICAART (2) - A Case Base Approach to Cardiovascular Diseases using Chest X-ray Image Analysis
Proceedings of the 9th International Conference on Agents and Artificial Intelligence
2017 | conference-paper
On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: A preliminary study
ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings
2017 | conference-paper
Promoting entrepreneurship among informatics engineering students: insights from a case study
European Journal of Engineering Education
2017 | journal-article
Wormhole approach to control in distributed computing has direct relation to physics
Lecture Notes in Electrical Engineering
2017 | conference-paper
A Hitchhiker's guide to functional magnetic resonance imaging
Frontiers in Neuroscience
2016 | journal-article
A framework for the automation of multimodalbrain connectivity analyses
Studies in Computational Intelligence
2016 | book-chapter
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images
IEEE Transactions on Medical Imaging
2016 | journal-article
Chest breadths to predict individuals' age - A case based view
Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics
2016 | conference-paper
Deep convolutional neural networks for the segmentation of gliomas in multi-sequence MRI
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | conference-paper
Enabling data storage and availability of multimodal neuroimaging studies – a NoSQL based solution
Advances in Intelligent Systems and Computing
2016 | conference-paper
Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data
Journal of Medical Systems
2016 | journal-article
Reducing computation time by Monte Carlo method: An application in determining axonal orientation distribution function
Advances in Intelligent Systems and Computing
2016 | book
3D reconstruction of bone structures based on planar radiography
Advances in Intelligent Systems and Computing
2015 | conference-paper
A 3D computed tomography based tool for orthopedic surgery planning
Lecture Notes in Computational Vision and Biomechanics
2015 | book
An adverse event reporting and learning system for water sector based on an extension of the Eindhoven classification model
Water Resources Management
2015 | journal-article
Construction of functional brain connectivity networks
Advances in Intelligent Systems and Computing
2015 | conference-paper
Multilingual voice control for endoscopic procedures
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2015 | conference-paper
The impact of normalization and segmentation on resting-state brain networks
Brain Connectivity
2015 | journal-article
A computed tomography based orthopedic surgery planning solution
Computational Vision and Medical Image Processing IV - Proceedings of Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 2013
2014 | conference-paper
A novel approach to endoscopic exams archiving
Advances in Intelligent Systems and Computing
2014 | conference-paper
Endoscopic imaging results: Web-based solution for video diffusion with real-time assistance
Journal of Information Technology Research
2014 | journal-article
The role of crowdsourcing in the resilience of communities,O papel do crowdsourcing na resiliência das comunidades
Atas da Conferencia da Associacao Portuguesa de Sistemas de Informacao
2014 | conference-paper
Video processing architecture: A solution for endoscopic procedures results
Advances in Intelligent Systems and Computing
2014 | conference-paper
A Logic Programming Approach to the Conservation of Buildings Based on an Extension of the Eindhoven Classification Model
Polibits
2013 | journal-article
A hitchhiker's guide to diffusion tensor imaging
Frontiers in Neuroscience
2013 | journal-article
An Extension of the Eindhoven Classification Model to the Educational Sector
Proceedings of the 2013 International Conference on Advanced Ict and Education
2013 | book-chapter
BrainCAT - a tool for automated and combined functional magnetic resonance imaging and diffusion tensor imaging brain connectivity analysis
Frontiers in Human Neuroscience
2013 | journal-article
Endoscopic Imaging Results: Web based Solution with Video Diffusion
Procedia Technology
2013 | journal-article
Web-based solution for acquisition, processing, archiving and diffusion of endoscopy studies
Advances in Intelligent Systems and Computing
2013 | book
Evolutionary intelligence in asphalt pavement modeling and quality-of-information
Progress in Artificial Intelligence
2012 | journal-article
Information technology governance - A case study of the applicability of ITIL and COBIT in a Portuguese Private School
2012 | conference-paper
A logic programming approach to medical errors in imaging
International Journal of Medical Informatics
2011 | journal-article
Adverse events and near misses in medical imaging,Eventos adversos e não conformidades em imagiologia
Acta Medica Portuguesa
2011 | journal-article
Eventos adversos e não conformidades em imagiologia
2011 | other
A logic programming based adverse event reporting and learning system
Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010
2010 | conference-paper
Brain Magnetic Resonance Spectroscopy Classifiers
Advances in Intelligent and Soft Computing
2010 | book
Brain Magnetic Resonance Spectroscopy Classifiers
Soft Computing Models in Industrial and Environmental Applications
2010 | journal-article
Computer-aided diagnosis in brain computed tomography screening
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | conference-paper
Functional Magnetic Resonance Imaging Data Manipulation - A new approach
World Congress on Medical Physics and Biomedical Engineering, Vol 25, Pt 5
2009 | journal-article
Functional magnetic resonance imaging data manipulation
International Journal of Imaging
2009 | journal-article
Functional magnetic resonance imaging data manipulation - A new approach
IFMBE Proceedings
2009 | conference-paper
Knowledge discovery methodology for medical reports
2009 | other
Uma abordagem multi-agente ao ensino médico utilizando a Web
2008 | other
Ambient intelligence via multiagent systems in the medical arena
Engineering Intelligent Systems
2007 | journal-article
Medical imaging environment - A multi-agent system for a computer clustering based multi-display
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | journal-article
A web-based collaboration approach for teaching in medicine
2006 | other
Web-based medical teaching using a multi-agent system
Applications and Innovations in Intelligent Systems XIII
2006 | book-chapter
Agent based decision support systems in medicine
2005 | other
Agent driven diagnosis in medicine
2005 | other
Web-based simulation in medicine
2005 European Simulation and Modelling Conference, ESM 2005 - Proceedings
2005 | conference-paper
Health data management in the medical arena
2004 | other
Data warehousing through multi-agent systems in the medical arena
2004 | other
E-learning in medical environments using intelligent tutoring systems
2004 | other
A computational environment for building intelligent medical diagnosis based systems
Applications and Innovations in Intelligent Systems X
2003 | book-chapter
Case based reasoning versus artificial neural networks in medical diagnosis
2003 | other
Medical image processing using extended logic programming and artificial neural networks
Proceedings Vipromcom-2002
2002 | journal-article
Resolução de problemas em ambientes distribuídos : uma contribuição nas áreas da inteligência artificial e da saúde
2002 | dissertation-thesis
The inventive power of Learning Classifier Systems: A contribution to Data Mining
Management Information Systems
2002 | journal-article
A computational environment for medical diagnosis support systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2001 | conference-paper
A unified framework for data modeling on medical information systems.
Studies in health technology and informatics
1999 | journal-article
LPE - Distributed Problem Solving: A Universal Computer Architecture.
1993 | book
An Information System That Supports Knowledge Discovery And Data Mining in Medical Imaging
| other
Head ct collection for patient-specific craniofacial implant (psi) design
| other
Towards the Automatization of Cranial Implant Design in Cranioplasty: 2nd MICCAI Challenge on Automatic Cranial Implant Design
| other
History
| Init | End | Change | Value |
|---|
Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting
Algorithms
2024 | journal-article
Automatic Hemorrhage Detection in Magnetic Resonance Imaging in Cerebral Amyloid Angiopathy
2024 | book-chapter
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy
Medical Image Analysis
2024 | journal-article
Algorithm Recommendation and Performance Prediction Using Meta-Learning
International Journal of Neural Systems
2023 | journal-article
Augmented Reality-Assisted Ultrasound Breast Biopsy
Sensors
2023 | journal-article
MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
arXiv
2023 | other
Multi-agent System for Multimodal Machine Learning Object Detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | conference-paper
Multilingual Natural Language Processing Model for Radiology Reports The Summary is all you need!
arXiv
2023 | other
Observability: Towards Ethical Artificial Intelligence
2023 | book-chapter
Open-source skull reconstruction with MONAI
SoftwareX
2023 | journal-article
Predicting Model Training Time to Optimize Distributed Machine Learning Applications
Electronics (Switzerland)
2023 | journal-article
Preface
Lecture Notes in Networks and Systems
2023 | book
Real-Time Algorithm Recommendation Using Meta-Learning
Lecture Notes in Networks and Systems
2023 | book
TREATMENT AND FOLLOW-UP GUIDELINES FOR MULTIPLE BRAIN METASTASES: A SYSTEMATIC REVIEW
arXiv
2023 | other
Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge
Medical Image Analysis
2023 | journal-article
AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier
arXiv
2022 | other
Employees balance and stability as key points in organizational performance
Logic Journal of the IGPL
2022 | journal-article
GAN-based generation of realistic 3D data A systematic review and taxonomy
arXiv
2022 | other
Generation of Synthetic Data
Advances in Medical Technologies and Clinical Practice
2022 | book-chapter
Generation of Synthetic Rat Brain MRI Scans with a 3D Enhanced Alpha Generative Adversarial Network
Applied Sciences (Switzerland)
2022 | journal-article
Open-Source Skull Reconstruction with MONAI
arXiv
2022 | other
Radiomics in Head and Neck Cancer Outcome Predictions
Diagnostics
2022 | journal-article
Transforming Ideas and Developing Entrepreneurship Skills in Computing Sciences and Informatics Engineering Courses
ACM International Conference Proceeding Series
2022 | conference-paper
Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design
IEEE Transactions on Medical Imaging
2021 | journal-article
Automatic segmentation of the olfactory bulb
Brain Sciences
2021 | journal-article
Combining unsupervised and supervised learning for predicting the final stroke lesion
Medical Image Analysis
2021 | journal-article
Contactless Human-Computer Interaction Using a Deep Neural Network Pipeline for Real-Time Video Interpretation and Classification
Communications in Computer and Information Science
2021 | conference-paper
Generation of Synthetic Rat Brain MRI scans with a 3D Enhanced Alpha-GAN
arXiv
2021 | other
Prediction of Stroke Lesion at 90-Day Follow-Up by Fusing Raw DSC-MRI with Parametric Maps Using Deep Learning
IEEE Access
2021 | journal-article
Radiomics in head and neck cancer
Computer-Aided Oral and Maxillofacial Surgery: Developments, Applications, and Future Perspectives
2021 | book-chapter
Study of MRI-Based Biomarkers on Patients with Cerebral Amyloid Angiopathy Using Artificial Intelligence
Advances in Intelligent Systems and Computing
2021 | conference-paper
Synthetic skull bone defects for automatic patient-specific craniofacial implant design
Scientific Data
2021 | journal-article
Trends in the Use of 3D Printing with Medical Imaging
Advances in Intelligent Systems and Computing
2021 | conference-paper
A Study on CNN Architectures for Chest X-Rays Multiclass Computer-Aided Diagnosis
Advances in Intelligent Systems and Computing
2020 | book
Bridging the Gap of Neuroscience, Philosophy, and Evolutionary Biology to Propose an Approach to Machine Learning of Human-Like Ethics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | book
Predicting Recurring Telecommunications Customer Support Problems Using Deep Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | conference-paper
Some considerations on quantum computing at sub-atomic scales and its impact in the future of moore’s law
Quantum Information and Computation
2020 | journal-article
Some considerations on the estimation of the value associated to a clinical act
Procedia Computer Science
2020 | conference-paper
Spatial Normalization of MRI Brain Studies Using a U-Net Based Neural Network
Advances in Intelligent Systems and Computing
2020 | conference-paper
A MRI View of Brain Tumor Outcome Prediction
Advances in Science, Technology and Innovation
2019 | book-chapter
A deep learning line to assess patient’s lung cancer stages
Advances in Intelligent Systems and Computing
2019 | book-chapter
Adaptive Feature Recombination and Recalibration for Semantic Segmentation with Fully Convolutional Networks
IEEE Transactions on Medical Imaging
2019 | journal-article
Assessing Individuals Learning’s Impairments from a Social Entropic Perspective
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Automated computer-aided design of cranial implants using a deep volumetric convolutional denoising autoencoder
Advances in Intelligent Systems and Computing
2019 | conference-paper
Combining image and non-image clinical data: An infrastructure that allows machine learning studies in a hospital environment
Advances in Intelligent Systems and Computing
2019 | conference-paper
Convolutional neural network-based regression for quantification of brain characteristics using MRI
Advances in Intelligent Systems and Computing
2019 | conference-paper
Dyscalculia: A behavioural vision
Lecture Notes in Electrical Engineering
2019 | conference-paper
Entropy and Organizational Performance
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Interpretability of a Deep Learning Model for Rodents Brain Semantic Segmentation
IFIP Advances in Information and Communication Technology
2019 | conference-paper
Predicting diabetic foot maturing through evolutionary computation
Lecture Notes in Networks and Systems
2019 | book-chapter
Prediction of neoadjuvant chemotherapy outcome in breast cancer patients
Lecture Notes in Electrical Engineering
2019 | conference-paper
A case-based reasoning approach to GBM evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Chest X-ray image analysis: A vision of logic programming
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Deep learning based pipeline for fingerprinting using brain functional MRI connectivity data
Procedia Computer Science
2018 | conference-paper
Diagnosis of Alzheimer disease through an artificial neural network based system
Advances in Intelligent Systems and Computing
2018 | conference-paper
Enhancing clinical MRI perfusion maps with data-driven maps of complementary nature for lesion outcome prediction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | book
Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation
Medical Image Analysis
2018 | journal-article
Forecast in the pharmaceutical area – Statistic models vs deep learning
Advances in Intelligent Systems and Computing
2018 | conference-paper
ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI
Frontiers in Neurology
2018 | journal-article
Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Stroke lesion outcome prediction based on MRI imaging combined with clinical information
Frontiers in Neurology
2018 | journal-article
Augmented Reality in Surgery
Next-Generation Mobile and Pervasive Healthcare Solutions
2017 | book-chapter
A case base approach to cardiovascular diseases using chest x-ray image analysis
ICAART 2017 - Proceedings of the 9th International Conference on Agents and Artificial Intelligence
2017 | conference-paper
A case based methodology for problem solving aiming at knee osteoarthritis detection
Advances in Intelligent Systems and Computing
2017 | conference-paper
A hospital service kiosk in the patient’s pocket
Advances in Intelligent Systems and Computing
2017 | conference-paper
A knowledge representation and reasoning system for multimodal neuroimaging studies
Inteligencia Artificial
2017 | journal-article
Age prediction through pelvis X-Ray images: A case based approach to problem solving
Proceedings - 2016 3rd International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 2016
2017 | conference-paper
An evolutionary computing approach to diabetic foot analysis
2017 Intelligent Systems Conference, IntelliSys 2017
2017 | conference-paper
Erratum to: Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data (Journal of Medical Systems, (2016), 40, 11, (243), 10.1007/s10916-016-0594-2)
Journal of Medical Systems
2017 | journal-article
Gaming in dyscalculia: A review on disMAT
Advances in Intelligent Systems and Computing
2017 | conference-paper
ICAART (2) - A Case Base Approach to Cardiovascular Diseases using Chest X-ray Image Analysis
Proceedings of the 9th International Conference on Agents and Artificial Intelligence
2017 | conference-paper
On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: A preliminary study
ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings
2017 | conference-paper
Promoting entrepreneurship among informatics engineering students: insights from a case study
European Journal of Engineering Education
2017 | journal-article
Wormhole approach to control in distributed computing has direct relation to physics
Lecture Notes in Electrical Engineering
2017 | conference-paper
A Hitchhiker's guide to functional magnetic resonance imaging
Frontiers in Neuroscience
2016 | journal-article
A framework for the automation of multimodalbrain connectivity analyses
Studies in Computational Intelligence
2016 | book-chapter
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images
IEEE Transactions on Medical Imaging
2016 | journal-article
Chest breadths to predict individuals' age - A case based view
Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics
2016 | conference-paper
Deep convolutional neural networks for the segmentation of gliomas in multi-sequence MRI
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | conference-paper
Enabling data storage and availability of multimodal neuroimaging studies – a NoSQL based solution
Advances in Intelligent Systems and Computing
2016 | conference-paper
Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data
Journal of Medical Systems
2016 | journal-article
Reducing computation time by Monte Carlo method: An application in determining axonal orientation distribution function
Advances in Intelligent Systems and Computing
2016 | book
3D reconstruction of bone structures based on planar radiography
Advances in Intelligent Systems and Computing
2015 | conference-paper
A 3D computed tomography based tool for orthopedic surgery planning
Lecture Notes in Computational Vision and Biomechanics
2015 | book
An adverse event reporting and learning system for water sector based on an extension of the Eindhoven classification model
Water Resources Management
2015 | journal-article
Construction of functional brain connectivity networks
Advances in Intelligent Systems and Computing
2015 | conference-paper
Multilingual voice control for endoscopic procedures
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2015 | conference-paper
The impact of normalization and segmentation on resting-state brain networks
Brain Connectivity
2015 | journal-article
A computed tomography based orthopedic surgery planning solution
Computational Vision and Medical Image Processing IV - Proceedings of Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 2013
2014 | conference-paper
A novel approach to endoscopic exams archiving
Advances in Intelligent Systems and Computing
2014 | conference-paper
Endoscopic imaging results: Web-based solution for video diffusion with real-time assistance
Journal of Information Technology Research
2014 | journal-article
The role of crowdsourcing in the resilience of communities,O papel do crowdsourcing na resiliência das comunidades
Atas da Conferencia da Associacao Portuguesa de Sistemas de Informacao
2014 | conference-paper
Video processing architecture: A solution for endoscopic procedures results
Advances in Intelligent Systems and Computing
2014 | conference-paper
A Logic Programming Approach to the Conservation of Buildings Based on an Extension of the Eindhoven Classification Model
Polibits
2013 | journal-article
A hitchhiker's guide to diffusion tensor imaging
Frontiers in Neuroscience
2013 | journal-article
An Extension of the Eindhoven Classification Model to the Educational Sector
Proceedings of the 2013 International Conference on Advanced Ict and Education
2013 | book-chapter
BrainCAT - a tool for automated and combined functional magnetic resonance imaging and diffusion tensor imaging brain connectivity analysis
Frontiers in Human Neuroscience
2013 | journal-article
Endoscopic Imaging Results: Web based Solution with Video Diffusion
Procedia Technology
2013 | journal-article
Web-based solution for acquisition, processing, archiving and diffusion of endoscopy studies
Advances in Intelligent Systems and Computing
2013 | book
Evolutionary intelligence in asphalt pavement modeling and quality-of-information
Progress in Artificial Intelligence
2012 | journal-article
Information technology governance - A case study of the applicability of ITIL and COBIT in a Portuguese Private School
2012 | conference-paper
A logic programming approach to medical errors in imaging
International Journal of Medical Informatics
2011 | journal-article
Adverse events and near misses in medical imaging,Eventos adversos e não conformidades em imagiologia
Acta Medica Portuguesa
2011 | journal-article
Eventos adversos e não conformidades em imagiologia
2011 | other
A logic programming based adverse event reporting and learning system
Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010
2010 | conference-paper
Brain Magnetic Resonance Spectroscopy Classifiers
Advances in Intelligent and Soft Computing
2010 | book
Brain Magnetic Resonance Spectroscopy Classifiers
Soft Computing Models in Industrial and Environmental Applications
2010 | journal-article
Computer-aided diagnosis in brain computed tomography screening
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | conference-paper
Functional Magnetic Resonance Imaging Data Manipulation - A new approach
World Congress on Medical Physics and Biomedical Engineering, Vol 25, Pt 5
2009 | journal-article
Functional magnetic resonance imaging data manipulation
International Journal of Imaging
2009 | journal-article
Functional magnetic resonance imaging data manipulation - A new approach
IFMBE Proceedings
2009 | conference-paper
Knowledge discovery methodology for medical reports
2009 | other
Uma abordagem multi-agente ao ensino médico utilizando a Web
2008 | other
Ambient intelligence via multiagent systems in the medical arena
Engineering Intelligent Systems
2007 | journal-article
Medical imaging environment - A multi-agent system for a computer clustering based multi-display
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | journal-article
A web-based collaboration approach for teaching in medicine
2006 | other
Web-based medical teaching using a multi-agent system
Applications and Innovations in Intelligent Systems XIII
2006 | book-chapter
Agent based decision support systems in medicine
2005 | other
Agent driven diagnosis in medicine
2005 | other
Web-based simulation in medicine
2005 European Simulation and Modelling Conference, ESM 2005 - Proceedings
2005 | conference-paper
Health data management in the medical arena
2004 | other
Data warehousing through multi-agent systems in the medical arena
2004 | other
E-learning in medical environments using intelligent tutoring systems
2004 | other
A computational environment for building intelligent medical diagnosis based systems
Applications and Innovations in Intelligent Systems X
2003 | book-chapter
Case based reasoning versus artificial neural networks in medical diagnosis
2003 | other
Medical image processing using extended logic programming and artificial neural networks
Proceedings Vipromcom-2002
2002 | journal-article
Resolução de problemas em ambientes distribuídos : uma contribuição nas áreas da inteligência artificial e da saúde
2002 | dissertation-thesis
The inventive power of Learning Classifier Systems: A contribution to Data Mining
Management Information Systems
2002 | journal-article
A computational environment for medical diagnosis support systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2001 | conference-paper
A unified framework for data modeling on medical information systems.
Studies in health technology and informatics
1999 | journal-article
LPE - Distributed Problem Solving: A Universal Computer Architecture.
1993 | book
An Information System That Supports Knowledge Discovery And Data Mining in Medical Imaging
| other
Head ct collection for patient-specific craniofacial implant (psi) design
| other
Towards the Automatization of Cranial Implant Design in Cranioplasty: 2nd MICCAI Challenge on Automatic Cranial Implant Design
| other
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