Alexandra Sofia Martins de Carvalho
AuthID: R-000-0AC
11
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
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
12
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
AUTHORS: Constantino, CS; Carvalho, AM; Vinga, S ;
PUBLISHED: 2021, SOURCE: BIODATA MINING, VOLUME: 14, ISSUE: 1
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TITLE: Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis
AUTHORS: Barata, C; Rodrigues, AM; Canhao, H; Vinga, S; Carvalho, AM;
PUBLISHED: 2021, SOURCE: JMIR MEDICAL INFORMATICS, VOLUME: 9, ISSUE: 7
AUTHORS: Barata, C; Rodrigues, AM; Canhao, H; Vinga, S; Carvalho, AM;
PUBLISHED: 2021, SOURCE: JMIR MEDICAL INFORMATICS, VOLUME: 9, ISSUE: 7
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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
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
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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
AUTHORS: Carolina Barata; Ana Maria Rodrigues; Helena Canhão; Susana Vinga; Alexandra M Carvalho;
PUBLISHED: 2021, SOURCE: JMIR Medical Informatics, VOLUME: 9, ISSUE: 7
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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
AUTHORS: Lemus, M; Beirao, JP; Paunkovic, N; Carvalho, AM; Mateus, P;
PUBLISHED: 2020, SOURCE: ENTROPY, VOLUME: 22, ISSUE: 1
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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
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
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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
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
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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
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
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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
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
