Victor Alves

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 69

Top Topics

Magnetic Resonance Imaging

Top Venues

Medical Image Anal.

Publications

André Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy. Medical Image Anal. 93 (2024)
Ana Carolina Alves, André Ferreira, Behrus Puladi, Jan Egger, Victor Alves
Deep Dive into MRI: Exploring Deep Learning Applications in 0.55T and 7T MRI. CoRR (2024)
Tomás Lima, Igor Varga, Eduard Bakstein, Daniel Novák, Victor Alves
Subthalamic Nucleus segmentation in high-field Magnetic Resonance data. Is space normalization by template co-registration necessary? CoRR (2024)
Ana Carolina Alves, André Ferreira, Gijs Luijten, Jens Kleesiek, Behrus Puladi, Jan Egger, Victor Alves
Deep PCCT: Photon Counting Computed Tomography Deep Learning Applications Review. CoRR (2024)
Victor Alves, Florentino Fdez-Riverola, Jorge Ribeiro, José Neves, Henrique Vicente
Encouraging Eco-Innovative Urban Development. Algorithms 17 (5) (2024)
André Ferreira, Naida Solak, Jianning Li, Philipp Dammann, Jens Kleesiek, Victor Alves, Jan Egger
How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation. CoRR (2024)
Somayeh Shahrabadi, Telmo Adão, Emanuel Peres, Raul Morais, Luís G. Magalhães, Victor Alves
Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting. Algorithms 17 (3) (2024)
Victor Alves, San Dinh, John R. Kitchin, Vitor Gazzaneo, Juan C. Carrasco, Fernando V. Lima
Opyrability: A Python package for process operability analysis. J. Open Source Softw. 9 (94) (2024)
André Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
Corrigendum to: GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy [Medical Image Analysis 93 (2024)]. Medical Image Anal. 96 (2024)
Guilherme Palumbo, Davide Carneiro, Miguel Guimares, Victor Alves, Paulo Novais
Algorithm Recommendation and Performance Prediction Using Meta-Learning. Int. J. Neural Syst. 33 (3) (2023)
Jianning Li, André Ferreira, Behrus Puladi, Victor Alves, Michael Kamp, Moon S. Kim, Felix Nensa, Jens Kleesiek, Seyed-Ahmad Ahmadi, Jan Egger
Open-source skull reconstruction with MONAI. SoftwareX 23 (2023)
Eduardo Coelho, Nuno Pimenta, Hugo Peixoto, Dalila Durães, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais
Multi-agent System for Multimodal Machine Learning Object Detection. HAIS (2023)
José Nuno Costa, Luís Ferreira, Augusto R. V. F. de Araújo, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça
Augmented Reality-Assisted Ultrasound Breast Biopsy. Sensors 23 (4) (2023)
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
Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge. Medical Image Anal. 88 (2023)
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
Employees balance and stability as key points in organizational performance. Log. J. IGPL 30 (4) (2022)
Edward David Moreno, João Miguel Fernandes, Victor Alves, Maria Elena Leon Olave, Paulo Afonso
Transforming Ideas and Developing Entrepreneurship Skills in Computing Sciences and Informatics Engineering Courses. EATIS (2022)
Guilherme Palumbo, Miguel Guimarães, Davide Carneiro, Paulo Novais, Victor Alves
Real-Time Algorithm Recommendation Using Meta-Learning. ISAmI (2022)
José N. Costa, João Gomes Fonseca, Simão Valente, Luís Ferreira, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça
Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study. EMBC (2022)
Victor Alves, José Miranda, Hossam Dawa, Filipe Fernandes, Fernanda Pombal, Jorge Ribeiro, Florentino Fdez-Riverola, Cesar Analide, Henrique Vicente, José Neves
An Entropic Approach to Technology Enable Learning and Social Computing. MLIS (2022)
Victor Alves, Vitor Gazzaneo, Fernando V. Lima
A machine learning-based process operability framework using Gaussian processes. Comput. Chem. Eng. 163 (2022)
Jianning Li, André Ferreira, Behrus Puladi, Victor Alves, Michael Kamp, Moon-Sung Kim, Felix Nensa, Jens Kleesiek, Seyed-Ahmad Ahmadi, Jan Egger
Open-Source Skull Reconstruction with MONAI. CoRR (2022)
André Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
GAN-based generation of realistic 3D data: A systematic review and taxonomy. CoRR (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)
André Ferreira, Ricardo Magalhães, Sébastien Mériaux, Victor Alves
Generation of Synthetic Rat Brain MRI scans with a 3D Enhanced Alpha-GAN. CoRR (2021)
Regina Sousa, Tiago Jesus, Victor Alves, José Machado
Contactless Human-Computer Interaction Using a Deep Neural Network Pipeline for Real-Time Video Interpretation and Classification. ARTIIS (2021)
Tiago Jesus, Victor Alves
Trends in the Use of 3D Printing with Medical Imaging. WorldCIST (4) (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)
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
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design. IEEE Trans. Medical Imaging 40 (9) (2021)
Fátima Solange Silva, Tiago Gil Oliveira, Victor Alves
Study of MRI-Based Biomarkers on Patients with Cerebral Amyloid Angiopathy Using Artificial Intelligence. WorldCIST (1) (2021)
Vítor Castro, Carlos Pereira, Victor Alves
Predicting Recurring Telecommunications Customer Support Problems Using Deep Learning. IDEAL (2) (2020)
Ana Ramos, Victor Alves
A Study on CNN Architectures for Chest X-Rays Multiclass Computer-Aided Diagnosis. WorldCIST (3) (2020)
Nicolás F. Lori, Diana Ferreira, Victor Alves, José Machado
Bridging the Gap of Neuroscience, Philosophy, and Evolutionary Biology to Propose an Approach to Machine Learning of Human-Like Ethics. IDEAL (2) (2020)
Nicolás F. Lori, José Neves, Alex H. Blin, Victor Alves
Some considerations on quantum computing at sub-atomic scales and its impact in the future of Moore's law. Quantum Inf. Comput. 20 (1&2) (2020)
Nicolás F. Lori, José Neves, Victor Alves
Some considerations on the estimation of the value associated to a clinical act. ANT/EDI40 (2020)
Tiago Jesus, Ricardo Magalhães, Victor Alves
Spatial Normalization of MRI Brain Studies Using a U-Net Based Neural Network. WorldCIST (3) (2020)
Filipe Fernandes, Victor Alves, Joana Machado, Filipe Miranda, Dinis Vicente, Jorge Ribeiro, Henrique Vicente, José Neves
A Thermodynamic Assessment of the Cyber Security Risk in Healthcare Facilities. WorldCIST (3) (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)
João Fernandes, Victor Alves, Nadieh Khalili, Manon J. N. L. Benders, Ivana Isgum, Josien P. W. Pluim, Pim Moeskops
Convolutional Neural Network-Based Regression for Quantification of Brain Characteristics Using MRI. WorldCIST (2) (2019)
Ana Morais, Jan Egger, Victor Alves
Automated Computer-aided Design of Cranial Implants Using a Deep Volumetric Convolutional Denoising Autoencoder. WorldCIST (3) (2019)
Leonardo Nogueira Matos, Mariana Fontainhas Rodrigues, Ricardo Magalhães, Victor Alves, Paulo Novais
Interpretability of a Deep Learning Model for Rodents Brain Semantic Segmentation. AIAI (2019)
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
Entropy and Organizational Performance. HAIS (2019)
José Neves, Filipa Ferraz, Almeida Dias, António Capita, Liliana Ávidos, Nuno Maia, Joana Machado, Victor Alves, Jorge Ribeiro, Henrique Vicente
Assessing Individuals Learning's Impairments from a Social Entropic Perspective. ACIIDS (1) (2019)
Raquel Ferreira, Martinho Braga, Victor Alves
Forecast in the Pharmaceutical Area - Statistic Models vs Deep Learning. WorldCIST (3) (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)
Raphael Espanha, Frank Thiele, Georgy Shakirin, Jens Roggenfelder, Sascha Zeiter, Pantelis Stavrinou, Victor Alves, Michael Perkuhn
Combining Image and Non-image Clinical Data: An Infrastructure that Allows Machine Learning Studies in a Hospital Environment. DCAI (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)
Nicolás F. Lori, Ivo Ramalhosa, Paulo Marques, Victor Alves
Deep Learning Based Pipeline for Fingerprinting Using Brain Functional MRI Connectivity Data. EUSPN/ICTH (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)
Ana Mendonça, Joana Pereira, Rita Reis, Victor Alves, António Abelha, Filipa Ferraz, João Neves, Jorge Ribeiro, Henrique Vicente, José Neves
A Case-Based Reasoning Approach to GBM Evolution. ICCCI (2) (2018)
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
Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening. MIKE (2018)
Nicolás F. Lori, Agustín Ibáñez, Rui Lavrador, Lucia Fonseca, Carlos Santos, Rui Travasso, Artur Pereira, Rosaldo Rossetti, Nuno Sousa, Victor Alves
Erratum to: Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data. J. Medical Syst. 41 (3) (2017)
Filipa Ferraz, António Costa, Victor Alves, Henrique Vicente, João Neves, José Neves
Gaming in Dyscalculia: A Review on disMAT. WorldCIST (2) (2017)
Ana Coelho, Paulo Marques, Ricardo Magalhães, Nuno Sousa, José Neves, Victor Alves
A Knowledge Representation and Reasoning System for Multimodal Neuroimaging Studies. Inteligencia Artif. 20 (59) (2017)
Marta Serapicos, Hugo Peixoto, Victor Alves
A Hospital Service Kiosk in the Patient's Pocket. ISAmI (2017)
Ivo Ramalhosa, Pedro Mateus, Victor Alves, Henrique Vicente, Filipa Ferraz, João Neves, José Neves
Diagnosis of Alzheimer Disease Through an Artificial Neural Network Based System. AHFE (7) (2017)
Ricardo Faria, Victor Alves, Filipa Ferraz, João Neves, Henrique Vicente, José Neves
A Case Base Approach to Cardiovascular Diseases using Chest X-ray Image Analysis. ICAART (2) (2017)
João Neves, Ricardo Faria, Victor Alves, Filipa Ferraz, Henrique Vicente, José Neves
Chest X-Ray Image Analysis - A Vision of Logic Programming. ICAART (Revised Selected Papers) (2017)
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)
Nicolás F. Lori, Rui Lavrador, Lucia Fonseca, Carlos Santos, Rui Travasso, Artur Pereira, Rosaldo Rossetti, Nuno Sousa, Victor Alves
Reducing Computation Time by Monte Carlo Method: An Application in Determining Axonal Orientation Distribution Function. WorldCIST (2) (2016)
Marisa Esteves, Henrique Vicente, José Machado, Victor Alves, José Neves
A Case Based Methodology for Problem Solving Aiming at Knee Osteoarthritis Detection. SCDM (2016)
Filipe Fernandes, Paulo Marques, Ricardo Magalhães, Nuno Sousa, Victor Alves
Enabling Data Storage and Availability of Multimodal Neuroimaging Studies - A NoSQL Based Solution. WorldCIST (2) (2016)
Andréa Domingues, Henrique Vicente, João Neves, Victor Alves, José Neves
Chest Breadths to Predict Individuals' Age - A Case Based View. CBI (2) (2016)
Nicolás F. Lori, Agustín Ibáñez, Rui Lavrador, Lucia Fonseca, Carlos Santos, Rui Travasso, Artur Pereira, Rosaldo Rossetti, Nuno Sousa, Victor Alves
Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data. J. Medical Syst. 40 (11) (2016)
Ricardo Magalhães, Paulo Marques, Telma Veloso, José Miguel Soares, Nuno Sousa, Victor Alves
Construction of Functional Brain Connectivity Networks. DCAI (2015)
Ricardo Magalhães, Paulo Marques, José Miguel Soares, Victor Alves, Nuno Sousa
The Impact of Normalization and Segmentation on Resting-State Brain Networks. Brain Connect. 5 (3) (2015)
Paulo Marques, José Miguel Soares, Ricardo Magalhães, Nuno Sousa, Victor Alves
A Framework for the Automation of Multimodalbrain Connectivity Analyses. IDC (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)
Ana Coelho, João Pedro Ribeiro, Jaime Campos, Sara Silva, Victor Alves
3D Reconstruction of Bone Structures Based on Planar Radiography. ISAmI (2015)
Joel Braga, Isabel Laranjo, Carla Rolanda, Luís Miguel da Silva Araújo Lopes, Jorge Correia-Pinto, Victor Alves
A Novel Approach to Endoscopic Exams Archiving. WorldCIST (1) (2014)
Isabel Laranjo, Joel Braga, Domingos Assunção, Carla Rolanda, Luís Miguel da Silva Araújo Lopes, Jorge Correia-Pinto, Victor Alves
Video Processing Architecture: A Solution for Endoscopic Procedures Results. ISAmI (2014)
Simão Afonso, Isabel Laranjo, Joel Braga, Victor Alves, José Neves
Multilingual Voice Control for Endoscopic Procedures. IoT360 (1) (2014)
Joel Braga, Isabel Laranjo, Carla Rolanda, Luís Miguel da Silva Araújo Lopes, Jorge Correia-Pinto, Victor Alves
Endoscopic Imaging Results: Web-Based Solution for Video Diffusion with Real-Time Assistance. J. Inf. Technol. Res. 7 (1) (2014)
Isabel Laranjo, Joel Braga, Domingos Assunção, Andreia Silva, Carla Rolanda, Luís Miguel da Silva Araújo Lopes, Jorge Correia-Pinto, Victor Alves
Web-Based Solution for Acquisition, Processing, Archiving and Diffusion of Endoscopy Studies. DCAI (2013)
Guida Gomes, Henrique Vicente, Joaquim Macedo, Victor Alves, José Neves
A Logic Programming Approach to the Conservation of Buildings Based on an Extension of the Eindhoven Classification Model. Polibits 48 (2013)
José Neves, Jorge Ribeiro, Paulo Pereira, Victor Alves, José Machado, António Abelha, Paulo Novais, Cesar Analide, Manuel Santos, Manuel Fernández Delgado
Evolutionary intelligence in asphalt pavement modeling and quality-of-information. Prog. Artif. Intell. 1 (1) (2012)
Susana Rodrigues, Paulo Brandão, Luís Nelas, José Neves, Victor Alves
A logic programming approach to medical errors in imaging. Int. J. Medical Informatics 80 (9) (2011)
Susana Oliveira, Jaime Rocha, Victor Alves
Brain Magnetic Resonance Spectroscopy Classifiers. SOCO (2010)
Susana Rodrigues, Paulo Brandão, Luís Nelas, José Neves, Victor Alves
A Logic Programming Based Adverse Event Reporting and Learning System. ACIS-ICIS (2010)
Hugo Peixoto, Victor Alves
Computer-Aided Diagnosis in Brain Computed Tomography Screening. ICDM (2009)
Victor Alves, Filipe Marreiros, Luís Nelas, Mourylise Heymer, José Neves
Medical Imaging Environment - A Multi-Agent System for a Computer Clustering Based Multi-display. EPIA Workshops (2007)
Victor Alves, José Neves, Luís Nelas, Filipe Marreiros
Web-based Medical Teaching using a Multi-Agent System. SGAI Conf. (Applications) (2005)
Victor Alves, José Neves, Moreira Maia, Luís Nelas
A Computational Environment for Medical Diagnosis Support Systems. ISMDA (2001)
José Neves, Paulo Cortez, Miguel Rocha, António Abelha, José Machado, Victor Alves, Sousa Basto, Henrique Botelho, João Neves
A Unified Framework for Data Modeling on Medical Information Systems. MIE (1999)
Victor Alves, Abílio Ribeiro, José Neves
Distributed Problem Solving: A Universal Computer Architecture. LPE (1993)