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Susana de Almeida Mendes Vinga Martins
AuthID:
R-000-GVH
Publications
Confirmed
To Validate
Document Source:
All
Document Type:
All Document Types
Article (73)
Proceedings Paper (35)
Review (8)
Book Chapter (4)
Abstract (3)
Correction (2)
Letter (1)
Article in Press (1)
Editorial Material (1)
Note (1)
Unpublished (1)
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Confirmed Publications: 130
11
TITLE:
A comprehensive evaluation of binning methods to recover human gut microbial species from a non-redundant reference gene catalog
AUTHORS:
Borderes, M; Gasc, C; Prestat, E; Ferrarini, MG;
Vinga, S
; Boucinha, L; Sagot, MF;
PUBLISHED:
2021
,
SOURCE:
NAR GENOMICS AND BIOINFORMATICS,
VOLUME:
3,
ISSUE:
1
INDEXED IN:
WOS
CrossRef
:
5
IN MY:
ORCID
|
CIÊNCIAVITAE
12
TITLE:
A Review of Recent Machine Learning Advances for Forecasting Harmful Algal Blooms and Shellfish Contamination
AUTHORS:
Cruz, RC;
Costa, PR
;
Vinga, S
;
Krippahl, L
;
Lopes, MB
;
PUBLISHED:
2021
,
SOURCE:
JOURNAL OF MARINE SCIENCE AND ENGINEERING,
VOLUME:
9,
ISSUE:
3
INDEXED IN:
Scopus
WOS
CrossRef
:
52
IN MY:
ORCID
|
CIÊNCIAVITAE
13
TITLE:
Coupling sparse Cox models with clustering of longitudinal transcriptomics data for trauma prognosis
Full Text
AUTHORS:
Constantino, CS;
Carvalho, AM
;
Vinga, S
;
PUBLISHED:
2021
,
SOURCE:
BIODATA MINING,
VOLUME:
14,
ISSUE:
1
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
|
CIÊNCIAVITAE
14
TITLE:
Dynamic modeling of bone remodeling, osteolytic metastasis and PK/PD therapy: introducing variable order derivatives as a simplification technique
Full Text
AUTHORS:
Neto, JP; Alho, I; Costa, L; Casimiro, S;
Valerio, D
;
Vinga, S
;
PUBLISHED:
2021
,
SOURCE:
JOURNAL OF MATHEMATICAL BIOLOGY,
VOLUME:
83,
ISSUE:
4
INDEXED IN:
Scopus
WOS
CrossRef
:
1
IN MY:
ORCID
|
CIÊNCIAVITAE
15
TITLE:
Latent Variable Modelling and Variational Inference for scRNA-seq Differential Expression Analysis
AUTHORS:
Godinho, Joana;
Carvalho, Alexandra M.
;
Vinga, Susana
;
PUBLISHED:
2021
,
SOURCE:
10th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS)
in
COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES,
VOLUME:
12686
INDEXED IN:
WOS
CrossRef
IN MY:
ORCID
16
TITLE:
Learning Biomedical Networks: Toward Data-Informed Clinical Decision and Therapy
AUTHORS:
Marta B Lopes
;
Susana Vinga
;
PUBLISHED:
2021
,
SOURCE:
Computational Biology - Advances in Artificial Intelligence, Computation, and Data Science
INDEXED IN:
CrossRef
IN MY:
ORCID
|
CIÊNCIAVITAE
17
TITLE:
Outlier Detection for Multivariate Time Series Using Dynamic Bayesian Networks
AUTHORS:
Serras, JL;
Vinga, S
;
Carvalho, AM
;
PUBLISHED:
2021
,
SOURCE:
APPLIED SCIENCES-BASEL,
VOLUME:
11,
ISSUE:
4
INDEXED IN:
Scopus
WOS
CrossRef
:
5
IN MY:
ORCID
|
CIÊNCIAVITAE
18
TITLE:
Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis
AUTHORS:
Carolina Barata; Ana Maria Rodrigues;
Helena Canhão
;
Susana Vinga
;
Alexandra M Carvalho
;
PUBLISHED:
2021
,
SOURCE:
JMIR Medical Informatics,
VOLUME:
9,
ISSUE:
7
INDEXED IN:
CrossRef
:
6
IN MY:
ORCID
|
CIÊNCIAVITAE
19
TITLE:
Predictive Medicine Using Interpretable Recurrent Neural Networks
AUTHORS:
Ferreira, A;
Madeira, SC
;
Gromicho, M
; de Carvalho, M;
Vinga, S
;
Carvalho, AM
;
PUBLISHED:
2021
,
SOURCE:
25th International Conference on Pattern Recognition Workshops, ICPR 2020
in
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),
VOLUME:
12661 LNCS
INDEXED IN:
Scopus
CrossRef
:
1
IN MY:
ORCID
|
CIÊNCIAVITAE
20
TITLE:
Spatiotemporal Correlation Feature Spaces to Support Anomaly Detection in Water Distribution Networks
AUTHORS:
Gomes, SC;
Vinga, S
; Henriques, R;
PUBLISHED:
2021
,
SOURCE:
WATER,
VOLUME:
13,
ISSUE:
18
INDEXED IN:
Scopus
WOS
CrossRef
:
9
IN MY:
ORCID
|
CIÊNCIAVITAE
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