Susana de Almeida Mendes Vinga Martins


AuthID: R-000-GVH

Confirmed Publications: 138



1
TITLE: Uncovering Latent Structure in Gliomas Using Multi-Omics Factor Analysis
AUTHORS: Catarina Gameiro Carvalho; Alexandra M Carvalho; Susana Vinga ;
PUBLISHED: 2026
INDEXED IN: CrossRef
IN MY: CIÊNCIAVITAE
2
TITLE: A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches
AUTHORS: Baiao, Ana R.; Cai, Zhaoxiang; Poulos, Rebecca C.; Robinson, Phillip J.; Reddel, Roger R.; Zhong, Qing; Vinga, Susana ; Gonçalves, Emanuel;
PUBLISHED: 2025, SOURCE: BRIEFINGS IN BIOINFORMATICS, VOLUME: 26, ISSUE: 4
INDEXED IN: WOS CrossRef: 2
IN MY: ORCID | CIÊNCIAVITAE
3
TITLE: Author Correction: Synthetic augmentation of cancer cell line multi-omic datasets using unsupervised deep learning
AUTHORS: Zhaoxiang Cai; Sofia Apolinário; Ana R Baião; Clare Pacini; Miguel D Sousa; Susana Vinga ; Roger R Reddel; Phillip J Robinson; Mathew J Garnett; Qing Zhong; Emanuel Gonçalves;
PUBLISHED: 2025, SOURCE: Nature Communications, VOLUME: 16, ISSUE: 1
INDEXED IN: CrossRef
IN MY: ORCID | CIÊNCIAVITAE
4
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6
TITLE: Comparative Analysis of Machine Learning Models for Time-Series Forecasting of Escherichia Coli Contamination in Portuguese Shellfish Production Areas
AUTHORS: Ferraz, Filipe; Ribeiro, Diogo; Lopes, Marta B. ; Pedro, Sonia; Vinga, Susana ; Carvalho, Alexandra M. ;
PUBLISHED: 2024, SOURCE: 9th Annual Conference on Machine Learning, Optimization and Data science (LOD) in MACHINE LEARNING, OPTIMIZATION, AND DATA SCIENCE, LOD 2023, PT I, VOLUME: 14505
INDEXED IN: Scopus WOS CrossRef Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
7
TITLE: Synthetic augmentation of cancer cell line multi-omic datasets using unsupervised deep learning
AUTHORS: Cai, Zhaoxiang; Apolinario, Sofia; Baiao, Ana R.; Pacini, Clare; Sousa, Miguel D.; Vinga, Susana ; Reddel, Roger R.; Robinson, Phillip J.; Garnett, Mathew J.; Zhong, Qing; Gonçalves, Emanuel;
PUBLISHED: 2024, SOURCE: NATURE COMMUNICATIONS, VOLUME: 15, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
8
TITLE: Synthetic augmentation of cancer cell line multi-omic datasets using unsupervised deep learning
AUTHORS: Zhaoxiang Cai; Sofia Apolinário; Ana R Baião; Clare Pacini; Miguel D Sousa; Susana Vinga ; Roger R Reddel; Phillip J Robinson; Mathew J Garnett; Qing Zhong; Emanuel Gonçalves;
PUBLISHED: 2024
INDEXED IN: CrossRef
IN MY: ORCID | CIÊNCIAVITAE
9
TITLE: Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination
AUTHORS: Diogo Ribeiro; Filipe Ferraz; Marta Lopes ; Susana Rodrigues; Pedro Reis Costa; Susana Vinga ; Alexandra Carvalho ;
PUBLISHED: 2023, SOURCE: 24th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2023 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14404 LNCS
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
10
TITLE: Deep learning-based fully automatic segmentation of whole-body [18F]FDG PET/CT images from lymphoma patients: addition of CT data has poor impact on networks performance  Full Text
AUTHORS: Constantino, C. S.; Oliveira, F. P. M.; Leocadio, S.; Silva, M.; Oliveira, C.; Castanheira, J. C.; Silva, A. ; Vaz, S.; Teixeira, R.; Neves, M.; Lucio, P.; Joao, C.; Vinga, S. ; Costa, D. C.;
PUBLISHED: 2023, SOURCE: Annual Congress of the European-Association-of-Nuclear-Medicine (EANM) in EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, VOLUME: 50, ISSUE: SUPPL 1
INDEXED IN: WOS
IN MY: ORCID | CIÊNCIAVITAE
Page 1 of 14. Total results: 138.

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