Victor Manuel Rodrigues Alves
Victor Manuel Rodrigues Alves-
From 2015 to Present
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At ALGORITMI
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Academic Degree
PhD (Doutoramento)
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Current Position
Assistant Professor (Professor Auxiliar) at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal E-mail
ORCID
Researcher ID
D-1319-2009
FCT Public Key
J009802Bx4kN
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Read More
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 2 PhDs and 45 MSc students. He supervises now 4 PhD, 17 MSc and 1 post-Doc students. He has 63 indexed (ISI, Scopus, DBLP, ACM). publications in books, book chapters, journals and proceedings of international and national conferences, with more than 900 citations from authors from all over the world. These publication were the result of research activities in collaboration with researchers of several international entities such as: Institute for Surgical Technology and Biomechanics, University of Bern, Switzerland; Support Center for Advanced Neuroimaging – Institute for Diagnostic and Interventional Neuroradiology, University Hospital and University of Bern, Switzerland; Mediclinic Arabian Ranches, PO Box 282602, Dubai, United Arab Emirates; Maastricht University, Maastricht, Netherlands; Eindhoven University of Technology, Eindhoven Netherlands; Laboratory of Neuroimaging and Neuroscience (LANEN), INECOFoundation Rosario, Rosario, Argentina; Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Translational and Cognitive Neuroscience (INCyT), INECO Foundation, Favaloro University, Buenos Aires, Argentina; National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina; Universidad Autónoma del Caribe, Barranquilla, Colombia; Department of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile; Centre of Excellence in Cognition and its Disorders, Australian Research Council (ACR), Sydney, Australia. He worked also with researchers of several national entities such as: Department of Chemistry, Escola de Ciências e Tecnologia,University of Évora; Peek Health S.A.; Information Systems Dep., Centro Hospitalar do Tâmega e Sousa E.P.E., Penafiel; Tlantic Portugal SI, S.A Porto; Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga; Institute of Biomedical Imaging and Life Sciences (IBILI), Faculty of Medicine, University of Coimbra.
- A deep learning line to assess patient’s lung cancer stages.Dias, A.; Fernandes, J.; Monteiro, R.; Machado, J.; Ferraz, F.; Neves, J.; Advances in Intelligent Systems and Computing2019

- Planning, managing and monitoring technological security infrastructures.Ribeiro, J.; Alves, V.; Vicente, H.; Neves, J.Lecture Notes in Electrical Engineering2019

- Dyscalculia: A behavioural vision.Ferraz, F.; Neves, J.; Alves, V.; Vicente, H.Lecture Notes in Electrical Engineering2019

- Combining image and non-image clinical data: An infrastructure that allows machine learning studies in a hospital environment.Espanha, R.; Thiele, F.; Shakirin, G.; Roggenfelder, J.; Zeiter, S.; Stavrinou, P.&aAdvances in Intelligent Systems and Computing2019

ALGORITMI Members
- 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

- 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

ALGORITMI Members
- Deep learning based pipeline for fingerprinting using brain functional MRI connectivity data.Lori, N.F.; Ramalhosa, I.; Marques, P.; Alves, V.Procedia Computer Science2018

- Diagnosis of Alzheimer disease through an artificial neural network based system.Ramalhosa, I.; Mateus, P.; Alves, V.; Vicente, H.; Ferraz, F.; Neves, J.; NAdvances in Intelligent Systems and Computing2018

- 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

- An evolutionary computing approach to diabetic foot analysis.Nevas, J.; Vicente, H.; Couto, D.; Azevedo, J.; Pereira, J.; Ferraz, F.; Al2017 Intelligent Systems Conference, IntelliSys 20172018

- 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

- A case-based reasoning approach to GBM evolution.Mendon?a, A.; Pereira, J.; Reis, R.; Alves, V.; Abelha, A.; Ferraz, F.&Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018

- Forecast in the pharmaceutical area – Statistic models vs deep learning.Ferreira, R.; Braga, M.; Alves, V.Advances in Intelligent Systems and Computing2018

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

- Chest X-ray image analysis: A vision of logic programming.Neves, J.; Faria, R.; Alves, V.; Ferraz, F.; Vicente, H.; Neves, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018

- Wormhole approach to control in distributed computing has direct relation to physics.Lori, N.F.; Alves, V.Lecture Notes in Electrical Engineering2017

- A hospital service kiosk in the patient’s pocket.Serapicos, M.; Peixoto, H.; Alves, V.Advances in Intelligent Systems and Computing2017

- Erratum to: Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data (Journal of Medical Systems, (2016), 40, 11&co.Lori, N.F.; Iba\~nez, A.; Lavrador, R.; Fonseca, L.; Santos, C.; Travasso, Journal of Medical Systems2017

- A knowledge representation and reasoning system for multimodal neuroimaging studies.Coelho, A.; Marques, P.; Magalh\~aes, R.; Sousa, N.; Neves, J.; Alves, V.Inteligencia Artificial2017

- A case based methodology for problem solving aiming at knee osteoarthritis detection.Esteves, M.; Vicente, H.; Machado, J.; Alves, V.; Neves, J.Advances in Intelligent Systems and Computing2017

- Promoting entrepreneurship among informatics engineering students: insights from a case study.Fernandes, J.M.; Afonso, P.; Fonte, V.; Alves, V.; Ribeiro, A.N.European Journal of Engineering Education2017

- Age prediction through pelvis X-Ray images: A case based approach to problem solving.Martins, D.; Alves, V.; Vicente, H.; Neves, J.Proceedings - 2016 3rd International Conference on Mathematics and Computers in Sciences and in Industry, MCSI 20162017

- 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

- Gaming in dyscalculia: A review on disMAT.Ferraz, F.; Costa, A.; Alves, V.; Vicente, H.; Neves, J.; Neves, J.Advances in Intelligent Systems and Computing2017

- A Hitchhiker's guide to functional magnetic resonance imaging.Soares, J.M.; Magalh\~aes, R.; Moreira, P.S.; Sousa, A.; Ganz, E.; SampaioFrontiers in Neuroscience2016

ALGORITMI Members
- A Hitchhiker's Guide to Functional Magnetic Resonance Imaging.Soares, Jose M.; Magalhaes, Ricardo; Moreira, Pedro S.; Sousa, Alexandre; Ganz, Edward; Sampaio, Adriana; Alves&aFrontiers in Neuroscience2016

ALGORITMI Members
- Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data.Lori, N.F.; Iba\~nez, A.; Lavrador, R.; Fonseca, L.; Santos, C.; Travasso, Journal of Medical Systems2016

- Enabling data storage and availability of multimodal neuroimaging studies – a NoSQL based solution.Fernandes, F.; Marques, P.; Magalh\~aes, R.; Sousa, N.; Alves, V.Advances in Intelligent Systems and Computing2016

ALGORITMI Members
- Reducing computation time by Monte Carlo method: An application in determining axonal orientation distribution function.Lori, N.F.; Lavrador, R.; Fonseca, L.; Santos, C.; Travasso, R.; Pereira, A&periAdvances in Intelligent Systems and Computing2016

- Endoscopic imaging results: Web-based solution for video diffusion with real-time assistance.Braga, J.; Laranjo, I.; Rolanda, C.; Lopes, L.; Correia-Pinto, J.; Alves, V.Medical Imaging: Concepts, Methodologies, Tools, and Applications2016

ALGORITMI Members
- 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

- A framework for the automation of multimodalbrain connectivity analyses.Marques, P.; Soares, J.M.; Magalhaes, R.; Sousa, N.; Alves, V.Studies in Computational Intelligence2016

ALGORITMI Members
- Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images.Pereira, S.; Pinto, A.; Alves, V.; Silva, C.A.IEEE Transactions on Medical Imaging2016

- Chest breadths to predict individuals' age - A case based view.Domingues, A.; Vicente, H.; Neves, J.; Alves, V.; Neves, J.Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics2016

- 3D reconstruction of bone structures based on planar radiography.Coelho, A.; Ribeiro, J.P.; Campos, J.; Silva, S.; Alves, V.Advances in Intelligent Systems and Computing2015

ALGORITMI Members
- A 3D computed tomography based tool for orthopedic surgery planning.Ribeiro, J.; Alves, V.; Silva, S.; Campos, J.Lecture Notes in Computational Vision and Biomechanics2015

ALGORITMI Members
- Construction of functional brain connectivity networks.Magalh\~aes, R.; Marques, P.; Veloso, T.; Soares, J.M.; Sousa, N.; Alves, VAdvances in Intelligent Systems and Computing2015

ALGORITMI Members
- Multilingual voice control for endoscopic procedures.Afonso, S.; Laranjo, I.; Braga, J.; Alves, V.; Neves, J.Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST2015

- The impact of normalization and segmentation on resting-state brain networks.Magalh\~aes, R.; Marques, P.; Soares, J.; Alves, V.; Sousa, N.Brain Connectivity2015

ALGORITMI Members
- An adverse event reporting and learning system for water sector based on an extension of the Eindhoven classification model.Vicente, H.; Borralho, F.; Couto, C.; Gomes, G.; Alves, V.; Neves, J.Water Resources Management2015

ALGORITMI Members
- Endoscopic imaging results: Web-based solution for video diffusion with real-time assistance.Braga, J.; Laranjo, I.; Rolanda, C.; Lopes, L.; Correia-Pinto, J.; Alves, V.Journal of Information Technology Research2014

ALGORITMI Members
- A novel approach to endoscopic exams archiving.Braga, J.; Laranjo, I.; Rolanda, C.; Lopes, L.; Correia-Pinto, J.; Alves, V.Advances in Intelligent Systems and Computing2014

ALGORITMI Members
- A computed tomography based orthopedic surgery planning solution.Ribeiro, J.; Alves, V.Computational Vision and Medical Image Processing IV - Proceedings of Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 20132014

ALGORITMI Members
- Video processing architecture: A solution for endoscopic procedures results.Laranjo, I.; Braga, J.; Assun?\~ao, D.; Rolanda, C.; Lopes, L.; Correia-Pinto&commAdvances in Intelligent Systems and Computing2014

ALGORITMI Members
- An Extension of the Eindhoven Classification Model to the Educational Sector.Figueiredo, Margarida; Vicente, Lidia; Vicente, Henrique; Alves, Victor; Neves, Jose; Tan, DYProceedings of the 2013 International Conference on Advanced Ict and Education2013

ALGORITMI Members
- BrainCAT - a tool for automated and combined functional magnetic resonance imaging and diffusion tensor imaging brain connectivity analysis.Marques, P.; Soares, J.M.; Alves, V.; Sousa, N.Frontiers in Human Neuroscience2013

ALGORITMI Members
- Web-based solution for acquisition, processing, archiving and diffusion of endoscopy studies.Laranjo, I.; Braga, J.; Assun?\~ao, D.; Silva, A.; Rolanda, C.; Lopes, L&Advances in Intelligent Systems and Computing2013

ALGORITMI Members
- A Logic Programming Approach to the Conservation of Buildings Based on an Extension of the Eindhoven Classification Model.Gomes, Guida; Vicente, Henrique; Macedo, Joaquim; Alves, Victor; Neves, JoséPolibits2013

- A hitchhiker's guide to diffusion tensor imaging.Soares, J.M.; Marques, P.; Alves, V.; Sousa, N.Frontiers in Neuroscience2013

ALGORITMI Members
- Evolutionary intelligence in asphalt pavement modeling and quality-of-information.Neves, J.; Ribeiro, J.; Pereira, P.; Alves, V.; Machado, J.; Abelha, A.; NoProgress in Artificial Intelligence2012

ALGORITMI Members
- A logic programming approach to medical errors in imaging.Rodrigues, S.; Brandão, P.; Nelas, L.; Neves, J.; Alves, V.2011

- Adverse events and near misses in medical imaging,Eventos adversos e não conformidades em imagiologia.Brand\~ao, P.; Rodrigues, S.; Nelas, L.; Neves, J.; Alves, V.Acta Medica Portuguesa2011

ALGORITMI Members
- A logic programming based adverse event reporting and learning system.Rodrigues, S.; Brandão, P.; Nelas, L.; Neves, J.; Alves, V.2010

- Functional magnetic resonance imaging data manipulation - A new approach.Soares, J.; Alves, V.IFMBE Proceedings2009

ALGORITMI Members
- Computer-aided diagnosis in brain computed tomography screening.Peixoto, H.; Alves, V.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2009

- Functional magnetic resonance imaging data manipulation.Soares, J.; Alves, V.International Journal of Imaging2009

ALGORITMI Members
- Medical imaging environment - A multi-agent system for a computer clustering based multi-display.Alves, V.; Marreiros, F.; Nelas, L.; Heymer, M.; Neves, J.2007

- Ambient intelligence via multiagent systems in the medical arena.Machado, J.; Alves, V.; Abelha, A.; Neves, J.Engineering Intelligent Systems2007

- Web-based simulation in medicine.Machado, J.; Alves, V.2005 European Simulation and Modelling Conference, ESM 2005 - Proceedings2005

- The inventive power of Learning Classifier Systems: A contribution to Data Mining.Santos, M.F.; Neves, J.; Alves, V.Management Information Systems2002

- A computational environment for medical diagnosis support systems.Alves, V.; Neves, J.; Maia, M.; Nelas, L.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2001

- A unified framework for data modeling on medical information systems..Neves, J.; Cortez, P.; Rocha, M.; Abelha, A.; Machado, J.; Alves, V.; BastoStudies in health technology and informatics1999

ALGORITMI Members
| Year | Supervision | Co-Supervision |
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| 2017 |
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| 2015 |
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