Alexandra Sofia Martins de Carvalho


AuthID: R-000-0AC

Confirmed Publications: 41



11
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
12
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
13
TITLE: Information-Theoretical Criteria for Characterizing the Earliness of Time-Series Data  Full Text
AUTHORS: Lemus, M; Beirao, JP; Paunkovic, N; Carvalho, AM ; Mateus, P;
PUBLISHED: 2020, SOURCE: ENTROPY, VOLUME: 22, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 2
IN MY: ORCID | CIÊNCIAVITAE
14
TITLE: MSAX: Multivariate symbolic aggregate approximation for time series classification
AUTHORS: Anacleto, M; Vinga, S ; Carvalho, AM ;
PUBLISHED: 2020, SOURCE: 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12313 LNBI
INDEXED IN: Scopus CrossRef
IN MY: ORCID | CIÊNCIAVITAE
15
TITLE: Sparse Consensus Classification for Discovering Novel Biomarkers in Rheumatoid Arthritis
AUTHORS: Constantino, C; Carvalho, AM ; Vinga, S ;
PUBLISHED: 2020, SOURCE: 6th International Conference on Machine Learning, Optimization, and Data Science, LOD 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12565 LNCS
INDEXED IN: Scopus CrossRef
IN MY: ORCID | CIÊNCIAVITAE
16
TITLE: Unravelling Breast and Prostate Common Gene Signatures by Bayesian Network Learning
AUTHORS: Villa Brito, J; Lopes, MB ; Carvalho, AM ; Vinga, S ;
PUBLISHED: 2020, SOURCE: 15th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11925 LNBI
INDEXED IN: Scopus CrossRef
IN MY: ORCID | CIÊNCIAVITAE
17
TITLE: Variational Inference in Probabilistic Single-cell RNA-seq Models
AUTHORS: Ferreira, PF; Carvalho, AM ; Vinga, S ;
PUBLISHED: 2020, SOURCE: 15th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11925 LNBI
INDEXED IN: Scopus CrossRef
IN MY: ORCID | CIÊNCIAVITAE
18
TITLE: AliClu - Temporal sequence alignment for clustering longitudinal clinical data
AUTHORS: Rama, K; Canhao, H; Carvalho, AM ; Vinga, S ;
PUBLISHED: 2019, SOURCE: BMC MEDICAL INFORMATICS AND DECISION MAKING, VOLUME: 19, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 4 Handle
IN MY: ORCID | CIÊNCIAVITAE
19
TITLE: Learning consistent tree-augmented dynamic bayesian networks
AUTHORS: Sousa, M; Carvalho, AM ;
PUBLISHED: 2019, SOURCE: 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11331 LNCS
INDEXED IN: Scopus CrossRef: 1
IN MY: ORCID | CIÊNCIAVITAE
20
TITLE: Modelling cancer outcomes of bone metastatic patients: combining survival data with N-Telopeptide of type I collagen (NTX) dynamics through joint models  Full Text
AUTHORS: Loureiro, H; Carrasquinha, E; Alho, I; Ferreira, AR; Costa, L; Carvalho, AM ; Vinga, S ;
PUBLISHED: 2019, SOURCE: BMC MEDICAL INFORMATICS AND DECISION MAKING, VOLUME: 19, ISSUE: 1
INDEXED IN: WOS CrossRef: 3
IN MY: ORCID | CIÊNCIAVITAE
Page 2 of 5. Total results: 41.

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