Victor Alves

According to our database, Victor Alves authored at least 81 papers between 1993 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting.

Somayeh Shahrabadi, Telmo Adão, Emanuel Peres, Raul Morais, Luís G. Magalhães, Victor Alves

Algorithms, March, 2024

Opyrability: A Python package for process operability analysis.

Victor Alves, San Dinh, John R. Kitchin, Vitor Gazzaneo, Juan C. Carrasco, Fernando V. Lima

J. Open Source Softw., February, 2024

How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation.

André Ferreira, Naida Solak, Jianning Li, Philipp Dammann, Jens Kleesiek, Victor Alves, Jan Egger

CoRR, 2024

Deep PCCT: Photon Counting Computed Tomography Deep Learning Applications Review.

Ana Carolina Alves, André Ferreira, Gijs Luijten, Jens Kleesiek, Behrus Puladi, Jan Egger, Victor Alves

CoRR, 2024

2023

Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge.

Jianning Li, David G. Ellis, Oldrich Kodym, Laurèl Rauschenbach, Christoph Rieß, Ulrich Sure, Karsten H. Wrede, Carlos M. Alvarez, Marek Wodzinski, Mateusz Daniol, Daria Hemmerling, Hamza Mahdi, Allison Clement, Evan Kim, Zachary Fishman, Cari M. Whyne, James G. Mainprize, Michael R. Hardisty, Shashwat Pathak, Chitimireddy Sindhura, Rama Krishna Sai S. Gorthi, Degala Venkata Kiran, Subrahmanyam Gorthi, Bokai Yang, Ke Fang, Xingyu Li, Artem Kroviakov, Lei Yu, Yuan Jin, Antonio Pepe, Christina Gsaxner, Adam Herout, Victor Alves, Michal Spanel, Michele R. Aizenberg, Jens Kleesiek, Jan Egger

Medical Image Anal., August, 2023

Open-source skull reconstruction with MONAI.

Jianning Li, André Ferreira, Behrus Puladi, Victor Alves, Michael Kamp, Moon S. Kim, Felix Nensa, Jens Kleesiek, Seyed-Ahmad Ahmadi, Jan Egger

SoftwareX, July, 2023

Algorithm Recommendation and Performance Prediction Using Meta-Learning.

Guilherme Palumbo, Davide Carneiro, Miguel Guimarães, Victor Alves, Paulo Novais

Int. J. Neural Syst., March, 2023

Augmented Reality-Assisted Ultrasound Breast Biopsy.

José Nuno Costa, Luís Ferreira, Augusto R. V. F. de Araújo, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça

Sensors, February, 2023

Multi-agent System for Multimodal Machine Learning Object Detection.

Eduardo Coelho, Nuno Pimenta, Hugo Peixoto, Dalila Durães, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022

Employees balance and stability as key points in organizational performance.

José Neves, Nuno Maia, Goreti Marreiros, Mariana Neves, Ana Fernandes, Jorge Ribeiro, Isabel Araújo, Nuno Araújo, Liliana Ávidos, Filipa Ferraz, António Capita, Nicolás F. Lori, Victor Alves, Henrique Vicente

Log. J. IGPL, 2022

GAN-based generation of realistic 3D data: A systematic review and taxonomy.

André Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger

CoRR, 2022

A machine learning-based process operability framework using Gaussian processes.

Victor Alves, Vitor Gazzaneo, Fernando V. Lima

Comput. Chem. Eng., 2022

An Entropic Approach to Technology Enable Learning and Social Computing.

Victor Alves, José Miranda, Hossam Dawa, Filipe Fernandes, Fernanda Pombal, Jorge Ribeiro, Florentino Fdez-Riverola, Cesar Analide, Henrique Vicente, José Neves

Proceedings of the Machine Learning and Artificial Intelligence, 2022

Real-Time Algorithm Recommendation Using Meta-Learning.

Guilherme Palumbo, Miguel Guimarães, Davide Carneiro, Paulo Novais, Victor Alves

Proceedings of the Ambient Intelligence - Software and Applications, 2022

Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study.

José Nuno Costa, João Gomes Fonseca, Simão Valente, Luís Ferreira, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Transforming Ideas and Developing Entrepreneurship Skills in Computing Sciences and Informatics Engineering Courses.

Edward David Moreno, João Miguel Fernandes, Victor Alves, Maria Elena Leon Olave, Paulo S. L. P. Afonso

Proceedings of the EATIS 2022: 11th Euro American Conference on Telematics and Information Systems, Aveiro, Portugal, June 1, 2022

2021

AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design.

Jianning Li, Pedro Pimentel, Angelika Szengel, Moritz Ehlke, Hans Lamecker, Stefan Zachow, Laura Jovani Estacio Cerquin, Christian Doenitz, Heiko Ramm, Haochen Shi, Xiaojun Chen, Franco Matzkin, Virginia F. J. Newcombe, Enzo Ferrante, Yuan Jin, David G. Ellis, Michele R. Aizenberg, Oldrich Kodym, Michal Spanel, Adam Herout, James G. Mainprize, Zachary Fishman, Michael R. Hardisty, Amirhossein Bayat, Suprosanna Shit, Bomin Wang, Zhi Liu, Matthias Eder, Antonio Pepe, Christina Gsaxner, Victor Alves, Ulrike Zefferer, Gord von Campe, Karin Pistracher, Ute Schäfer, Dieter Schmalstieg, Bjoern H. Menze, Ben Glocker, Jan Egger

IEEE Trans. Medical Imaging, 2021

Combining unsupervised and supervised learning for predicting the final stroke lesion.

Adriano Pinto, Sérgio Pereira, Raphael Meier, Roland Wiest, Victor Alves, Mauricio Reyes, Carlos A. Silva

Medical Image Anal., 2021

Generation of Synthetic Rat Brain MRI scans with a 3D Enhanced Alpha-GAN.

André Ferreira, Ricardo Magalhães, Sébastien Mériaux, Victor Alves

CoRR, 2021

Prediction of Stroke Lesion at 90-Day Follow-Up by Fusing Raw DSC-MRI With Parametric Maps Using Deep Learning.

Adriano Pinto, Joana Amorim, Arsany Hakim, Victor Alves, Mauricio Reyes, Carlos A. Silva

IEEE Access, 2021

Study of MRI-Based Biomarkers on Patients with Cerebral Amyloid Angiopathy Using Artificial Intelligence.

Fátima Solange Silva, Tiago Gil Oliveira, Victor Alves

Proceedings of the Trends and Applications in Information Systems and Technologies, 2021

Trends in the Use of 3D Printing with Medical Imaging.

Tiago Jesus, Victor Alves

Proceedings of the Trends and Applications in Information Systems and Technologies, 2021

Contactless Human-Computer Interaction Using a Deep Neural Network Pipeline for Real-Time Video Interpretation and Classification.

Regina Sousa, Tiago Jesus, Victor Alves, José Machado

Proceedings of the Advanced Research in Technologies, Information, Innovation and Sustainability, 2021

2020

Some considerations on quantum computing at sub-atomic scales and its impact in the future of Moore's law.

Nicolás F. Lori, José Neves, Alex H. Blin, Victor Alves

Quantum Inf. Comput., 2020

A Study on CNN Architectures for Chest X-Rays Multiclass Computer-Aided Diagnosis.

Ana Ramos, Victor Alves

Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

Spatial Normalization of MRI Brain Studies Using a U-Net Based Neural Network.

Tiago Jesus, Ricardo Magalhães, Victor Alves

Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

A Thermodynamic Assessment of the Cyber Security Risk in Healthcare Facilities.

Filipe Fernandes, Victor Alves, Joana Machado, Filipe Miranda, Dinis Vicente, Jorge Ribeiro, Henrique Vicente, José Neves

Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

A Multi-valued Logic Assessment of Organizational Performance via Workforce Social Networking.

José Neves, Florentino Fdez-Riverola, Victor Alves, Filipa Ferraz, Lia Sousa, António Costa, Jorge Ribeiro, Henrique Vicente

Proceedings of the Big Data Technologies and Applications, 2020

Bridging the Gap of Neuroscience, Philosophy, and Evolutionary Biology to Propose an Approach to Machine Learning of Human-Like Ethics.

Nicolás F. Lori, Diana Ferreira, Victor Alves, José Machado

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Predicting Recurring Telecommunications Customer Support Problems Using Deep Learning.

Vítor Castro, Carlos Pereira, Victor Alves

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Some considerations on the estimation of the value associated to a clinical act.

Nicolás F. Lori, José Neves, Victor Alves

Proceedings of the 11th International Conference on Ambient Systems, 2020

2019

Adaptive Feature Recombination and Recalibration for Semantic Segmentation With Fully Convolutional Networks.

Sérgio Pereira, Adriano Pinto, Joana Amorim, Alexandrine Ribeiro, Victor Alves, Carlos A. Silva

IEEE Trans. Medical Imaging, 2019

Automated Computer-aided Design of Cranial Implants Using a Deep Volumetric Convolutional Denoising Autoencoder.

Ana Morais, Jan Egger, Victor Alves

Proceedings of the New Knowledge in Information Systems and Technologies - Volume 3, 2019

Convolutional Neural Network-Based Regression for Quantification of Brain Characteristics Using MRI.

João Fernandes, Victor Alves, Nadieh Khalili, Manon J. N. L. Benders, Ivana Isgum, Josien P. W. Pluim, Pim Moeskops

Proceedings of the New Knowledge in Information Systems and Technologies, 2019

Interpretability of a Deep Learning Model for Rodents Brain Semantic Segmentation.

Leonardo Nogueira Matos, Mariana Fontainhas Rodrigues, Ricardo Magalhães, Victor Alves, Paulo Novais

Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Entropy and Organizational Performance.

José Neves, Nuno Maia, Goreti Marreiros, Mariana Neves, Ana Fernandes, Jorge Ribeiro, Isabel Araújo, Nuno Araújo, Liliana Ávidos, Filipa Ferraz, António Capita, Nicolás F. Lori, Victor Alves, Henrique Vicente

Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Assessing Individuals Learning's Impairments from a Social Entropic Perspective.

José Neves, Filipa Ferraz, Almeida Dias, António Capita, Liliana Ávidos, Nuno Maia, Joana Machado, Victor Alves, Jorge Ribeiro, Henrique Vicente

Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

2018

Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation.

Sérgio Pereira, Raphael Meier, Richard McKinley, Roland Wiest, Victor Alves, Carlos A. Silva, Mauricio Reyes

Medical Image Anal., 2018

Forecast in the Pharmaceutical Area - Statistic Models vs Deep Learning.

Raquel Ferreira, Martinho Braga, Victor Alves

Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening.

José Neves, Almeida Dias, Ana Morais, Francisca Fonseca, Patrícia Loreto, Victor Alves, Isabel Araújo, Joana Machado, Bruno Fernandes, Jorge Ribeiro, Cesar Analide, Filipa Ferraz, João Neves, Henrique Vicente

Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

Enhancing Clinical MRI Perfusion Maps with Data-Driven Maps of Complementary Nature for Lesion Outcome Prediction.

Adriano Pinto, Sérgio Pereira, Raphael Meier, Victor Alves, Roland Wiest, Carlos A. Silva, Mauricio Reyes

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality Assessment.

Sérgio Pereira, Raphael Meier, Victor Alves, Mauricio Reyes, Carlos A. Silva

Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

Adaptive Feature Recombination and Recalibration for Semantic Segmentation: Application to Brain Tumor Segmentation in MRI.

Sérgio Pereira, Victor Alves, Carlos A. Silva

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

A Case-Based Reasoning Approach to GBM Evolution.

Ana Mendonça, Joana Pereira, Rita Reis, Victor Alves, António Abelha, Filipa Ferraz, João Neves, Jorge Ribeiro, Henrique Vicente, José Neves

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Deep Learning Based Pipeline for Fingerprinting Using Brain Functional MRI Connectivity Data.

Nicolás F. Lori, Ivo Ramalhosa, Paulo Marques, Victor Alves

Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

Combining Image and Non-image Clinical Data: An Infrastructure that Allows Machine Learning Studies in a Hospital Environment.

Raphael Espanha, Frank Thiele, Georgy Shakirin, Jens Roggenfelder, Sascha Zeiter, Pantelis Stavrinou, Victor Alves, Michael Perkuhn

Proceedings of the Distributed Computing and Artificial Intelligence, 2018

2017

Erratum to: Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data.

Nicolás F. Lori, Agustín Ibáñez, Rui Lavrador, Lucia Fonseca, Carlos Santos, Rui Travasso, Artur Pereira, Rosaldo Rossetti, Nuno J. Sousa, Victor Alves

J. Medical Syst., 2017

A Knowledge Representation and Reasoning System for Multimodal Neuroimaging Studies.

Ana Coelho, Paulo Marques, Ricardo Magalhães, Nuno J. Sousa, José Neves, Victor Alves

Inteligencia Artif., 2017

Gaming in Dyscalculia: A Review on disMAT.

Filipa Ferraz, António Costa, Victor Alves, Henrique Vicente, João Neves, José Neves

Proceedings of the Recent Advances in Information Systems and Technologies, 2017

A Hospital Service Kiosk in the Patient's Pocket.

Marta Serapicos, Hugo Peixoto, Victor Alves

Proceedings of the Ambient Intelligence - Software and Applications, 2017

Chest X-Ray Image Analysis - A Vision of Logic Programming.

João Neves, Ricardo Faria, Victor Alves, Filipa Ferraz, Henrique Vicente, José Neves

Proceedings of the Agents and Artificial Intelligence - 9th International Conference, 2017

A Case Base Approach to Cardiovascular Diseases using Chest X-ray Image Analysis.

Ricardo Faria, Victor Alves, Filipa Ferraz, João Neves, Henrique Vicente, José Neves

Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Diagnosis of Alzheimer Disease Through an Artificial Neural Network Based System.

Ivo Ramalhosa, Pedro Mateus, Victor Alves, Henrique Vicente, Filipa Ferraz, João Neves, José Neves

Proceedings of the Advances in Human Factors in Simulation and Modeling, 2017

2016

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images.

Sérgio Pereira, Adriano Pinto, Victor Alves, Carlos A. Silva

IEEE Trans. Medical Imaging, 2016

Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data.

Nicolás F. Lori, Agustín Ibáñez, Rui Lavrador, Lucia Fonseca, Carlos Santos, Rui Travasso, Artur Pereira, Rosaldo Rossetti, Nuno J. Sousa, Victor Alves

J. Medical Syst., 2016

Reducing Computation Time by Monte Carlo Method: An Application in Determining Axonal Orientation Distribution Function.

Nicolás F. Lori, Rui Lavrador, Lucia Fonseca, Carlos Santos, Rui Travasso, Artur Pereira, Rosaldo Rossetti, Nuno J. Sousa, Victor Alves

Proceedings of the New Advances in Information Systems and Technologies, 2016

Enabling Data Storage and Availability of Multimodal Neuroimaging Studies - A NoSQL Based Solution.

Filipe Fernandes, Paulo Marques, Ricardo Magalhães, Nuno J. Sousa, Victor Alves

Proceedings of the New Advances in Information Systems and Technologies, 2016

Chest Breadths to Predict Individuals' Age - A Case Based View.

Andréa Domingues, Henrique Vicente, João Neves, Victor Alves, José Neves

Proceedings of the 18th IEEE Conference on Business Informatics, 2016

A Case Based Methodology for Problem Solving Aiming at Knee Osteoarthritis Detection.

Marisa Esteves, Henrique Vicente, José Machado, Victor Alves, José Neves

Proceedings of the Recent Advances on Soft Computing and Data Mining, 2016

2015

The Impact of Normalization and Segmentation on Resting-State Brain Networks.

Ricardo Magalhães, Paulo Marques, José Miguel Soares, Victor Alves, Nuno J. Sousa

Brain Connect., 2015

Deep Convolutional Neural Networks for the Segmentation of Gliomas in Multi-sequence MRI.

Sérgio Pereira, Adriano Pinto, Victor Alves, Carlos A. Silva

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015

3D Reconstruction of Bone Structures Based on Planar Radiography.

Ana Coelho, João Pedro Ribeiro, Jaime Campos, Sara Silva, Victor Alves

Proceedings of the Ambient Intelligence - Software and Applications, 2015

A Framework for the Automation of Multimodalbrain Connectivity Analyses.

Paulo Marques, José Miguel Soares, Ricardo Magalhães, Nuno J. Sousa, Victor Alves

Proceedings of the Intelligent Distributed Computing IX - Proceedings of the 9th International Symposium on Intelligent Distributed Computing, 2015

Construction of Functional Brain Connectivity Networks.

Ricardo Magalhães, Paulo Marques, Telma Veloso, José Miguel Soares, Nuno J. Sousa, Victor Alves

Proceedings of the Distributed Computing and Artificial Intelligence, 2015

2014

Endoscopic Imaging Results: Web-Based Solution for Video Diffusion with Real-Time Assistance.

Joel Braga, Isabel Laranjo, Carla Rolanda, Luís Miguel da Silva Araújo Lopes, Jorge Correia-Pinto, Victor Alves

J. Inf. Technol. Res., 2014

A Novel Approach to Endoscopic Exams Archiving.

Joel Braga, Isabel Laranjo, Carla Rolanda, Luís Miguel da Silva Araújo Lopes, Jorge Correia-Pinto, Victor Alves

Proceedings of the New Perspectives in Information Systems and Technologies, 2014

Video Processing Architecture: A Solution for Endoscopic Procedures Results.

Isabel Laranjo, Joel Braga, Domingos Assunção, Carla Rolanda, Luís Miguel da Silva Araújo Lopes, Jorge Correia-Pinto, Victor Alves

Proceedings of the Ambient Intelligence - Software and Applications, 2014

Multilingual Voice Control for Endoscopic Procedures.

Simão Afonso, Isabel Laranjo, Joel Braga, Victor Alves, José Neves

Proceedings of the Internet of Things. User-Centric IoT, 2014

2013

A Logic Programming Approach to the Conservation of Buildings Based on an Extension of the Eindhoven Classification Model.

Guida Gomes, Henrique Vicente, Joaquim Macedo, Victor Alves, José Neves

Polibits, 2013

Web-Based Solution for Acquisition, Processing, Archiving and Diffusion of Endoscopy Studies.

Isabel Laranjo, Joel Braga, Domingos Assunção, Andreia Silva, Carla Rolanda, Luís Miguel da Silva Araújo Lopes, Jorge Correia-Pinto, Victor Alves

Proceedings of the Distributed Computing and Artificial Intelligence, 2013

2012

Evolutionary intelligence in asphalt pavement modeling and quality-of-information.

José Neves, Jorge Ribeiro, Paulo Pereira, Victor Alves, José Machado, António Abelha, Paulo Novais, Cesar Analide, Manuel Santos, Manuel Fernández Delgado

Prog. Artif. Intell., 2012

2011

A logic programming approach to medical errors in imaging.

Susana Rodrigues, Paulo Brandão, Luís Nelas, José Neves, Victor Alves

Int. J. Medical Informatics, 2011

2010

Brain Magnetic Resonance Spectroscopy Classifiers.

Susana Oliveira, Jaime Rocha, Victor Alves

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2010

A Logic Programming Based Adverse Event Reporting and Learning System.

Susana Rodrigues, Paulo Brandão, Luís Nelas, José Neves, Victor Alves

Proceedings of the 9th IEEE/ACIS International Conference on Computer and Information Science, 2010

2009

Computer-Aided Diagnosis in Brain Computed Tomography Screening.

Hugo Peixoto, Victor Alves

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009

2007

Medical Imaging Environment - A Multi-Agent System for a Computer Clustering Based Multi-display.

Victor Alves, Filipe Marreiros, Luís Nelas, Mourylise Heymer, José Neves

Proceedings of the Progress in Artificial Intelligence, 2007

2005

Web-based Medical Teaching using a Multi-Agent System.

Victor Alves, José Neves, Luís Nelas, Filipe Marreiros

Proceedings of the Applications and Innovations in Intelligent Systems XIII, 2005

2002

Resolução de problemas em ambientes distribuídos: uma contribuição nas áreas da inteligência artificial e da saúde

Victor Alves

PhD thesis, 2002

2001

A Computational Environment for Medical Diagnosis Support Systems.

Victor Alves, José Neves, Moreira Maia, Luís Nelas

Proceedings of the Medical Data Analysis, Second International Symposium, 2001

1999

A Unified Framework for Data Modeling on Medical Information Systems.

José Neves, Paulo Cortez, Miguel Rocha, António Abelha, José Machado, Victor Alves, Sousa Basto, Henrique Botelho, João Neves

Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

1993

Distributed Problem Solving: A Universal Computer Architecture.

Victor Alves, Abílio Ribeiro, José Neves

Proceedings of the 5th Workshop on Logic Programming Environments (LPE 1993), 1993