Victor Manuel Rodrigues Alves
AuthID: R-000-HH5
1
TITLE: GBM-Reservoir: Brain tumor (Glioblastoma Multiforme) MRI dataset collection with ground truth segmentation masks
AUTHORS: Solak, Naida; Ferreira, Andre; Luijten, Gijs; Puladi, Behrus; Alves, Victor; Egger, Jan;
PUBLISHED: 2025, SOURCE: DATA IN BRIEF, VOLUME: 58
AUTHORS: Solak, Naida; Ferreira, Andre; Luijten, Gijs; Puladi, Behrus; Alves, Victor; Egger, Jan;
PUBLISHED: 2025, SOURCE: DATA IN BRIEF, VOLUME: 58
2
TITLE: Data Science in the Management of Healthcare Organizations Full Text
AUTHORS: Faria, Pedro; Alves, Victor; Neves, Jose; Vicente, Henrique;
PUBLISHED: 2025, SOURCE: ALGORITHMS, VOLUME: 18, ISSUE: 3
AUTHORS: Faria, Pedro; Alves, Victor; Neves, Jose; Vicente, Henrique;
PUBLISHED: 2025, SOURCE: ALGORITHMS, VOLUME: 18, ISSUE: 3
3
TITLE: Unbalancing Datasets to Enhance CNN Models Learnability: A Class-Wise Metrics-Based Closed-Loop Strategy Proposal
AUTHORS: Shahrabadi, Somayeh; Alves, Victor; Peres, Emanuel ; dos Santos, Raul Morais; Adao, Telmo;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
AUTHORS: Shahrabadi, Somayeh; Alves, Victor; Peres, Emanuel ; dos Santos, Raul Morais; Adao, Telmo;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
4
TITLE: GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy
AUTHORS: Ferreira, Andre; Li, Jianning; Pomykala, Kelsey L.; Kleesiek, Jens; Alves, Victor; Egger, Jan;
PUBLISHED: 2024, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 93
AUTHORS: Ferreira, Andre; Li, Jianning; Pomykala, Kelsey L.; Kleesiek, Jens; Alves, Victor; Egger, Jan;
PUBLISHED: 2024, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 93
5
TITLE: Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting Full Text
AUTHORS: Shahrabadi, Somayeh; Adao, Telmo; Peres, Emanuel ; Morais, Raul; Magalhaes, Luis G.; Alves, Victor;
PUBLISHED: 2024, SOURCE: ALGORITHMS, VOLUME: 17, ISSUE: 3
AUTHORS: Shahrabadi, Somayeh; Adao, Telmo; Peres, Emanuel ; Morais, Raul; Magalhaes, Luis G.; Alves, Victor;
PUBLISHED: 2024, SOURCE: ALGORITHMS, VOLUME: 17, ISSUE: 3
6
TITLE: Generation of Synthetic X-Rays Images of Rib Fractures Using a 2D Enhanced Alpha-GAN for Data Augmentation
AUTHORS: Lindo, Mariana; Ferreira, Andre; Egger, Jan; Alves, Victor;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023, VOLUME: 799
AUTHORS: Lindo, Mariana; Ferreira, Andre; Egger, Jan; Alves, Victor;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023, VOLUME: 799
7
TITLE: Automatic Hemorrhage Detection in Magnetic Resonance Imaging in Cerebral Amyloid Angiopathy
AUTHORS: Jesus, Tiago; Palma, Claudia; Oliveira, Tiago Gil; Alves, Victor;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023, VOLUME: 799
AUTHORS: Jesus, Tiago; Palma, Claudia; Oliveira, Tiago Gil; Alves, Victor;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023, VOLUME: 799
8
TITLE: Objective metrics for ethical AI: a systematic literature review
AUTHORS: Palumbo, Guilherme; Carneiro, Davide; Alves, Victor;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
AUTHORS: Palumbo, Guilherme; Carneiro, Davide; Alves, Victor;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
9
TITLE: Corrigendum to: GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy [Medical Image Analysis 93 (2024)] (Medical Image Analysis (2024) 93, (S1361841524000252), (10.1016/j.media.2024.103100)) Full Text
AUTHORS: André Ferreira; Jianning Li; Kelsey Pomykala; Jens Kleesiek; Victor Alves; Jan Egger;
PUBLISHED: 2024, SOURCE: Medical Image Analysis, VOLUME: 96
AUTHORS: André Ferreira; Jianning Li; Kelsey Pomykala; Jens Kleesiek; Victor Alves; Jan Egger;
PUBLISHED: 2024, SOURCE: Medical Image Analysis, VOLUME: 96
10
TITLE: Automatic Optimization-Based Methods in Machine Learning: A Systematic Review
AUTHORS: Shahrabadi, Somayeh; Adao, Telmo; Alves, Victor; Magalhaes, Luis G.;
PUBLISHED: 2024, SOURCE: Intelligent Systems Conference (IntelliSys) in INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 2, INTELLISYS 2023, VOLUME: 823
AUTHORS: Shahrabadi, Somayeh; Adao, Telmo; Alves, Victor; Magalhaes, Luis G.;
PUBLISHED: 2024, SOURCE: Intelligent Systems Conference (IntelliSys) in INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 2, INTELLISYS 2023, VOLUME: 823
