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Alexandra M. Carvalho

Universidade de Lisboa

13H-index
55Paper Count
758Citation Count
Published Papers 15
Publication Date
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MOHVAE-B: A Hierarchical Variational Autoencoder-Bayesian Network Framework for Multi-Omics Integration and Glioma Biomarker Discovery
errBioMedInformatics
IF0
err2026-05-18
err0
PREAI
errda Silva, Frederico Marques; Vinga, Susana; Carvalho, Alexandra M.
errShare
errSave
Uncovering Latent Structure in Gliomas Using Multi-Omics Factor Analysis
errGenes
IF2.8
err2026-05-02
err0
errOAAI
errCatarina Gameiro Carvalho; Alexandra M. Carvalho; Susana Vinga
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errSave
Causality in Categorical Data Using Geometric Complexity
errINTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT I
IF0
err2026-01-01
err0
PREAI
errCarvalho, Alexandra M.; Cruz, Diogo; Mateus, Paulo; Mera, Bruno
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errSave
Enhancing Prognostic Signatures in Glioblastoma with Feature Selection and Regularised Cox Regression
errGENES
IF2.8
err2025-04-23
err0
errOAAI
errLeitao, Beatriz N.; Verissimo, Andre; Carvalho, Alexandra M.; Vinga, Susana
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errSave
Using Markov chains and temporal alignment to identify clinical patterns in Dementia
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-04-01
err2
errOAAI
errCosta, Luisa Marote; Colaco, Joao; Carvalho, Alexandra M.; Vinga, Susana; Teixeira, Andreia Sofia
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errSave
Zgli: A Pipeline for Clustering by Compression with Application to Patient Stratification in Spondyloarthritis
errSENSORS
IF3.5
err2023-01-20
err4
errOAAI
errAzevedo, Diogo; Rodrigues, Ana Maria; Canhao, Helena; Carvalho, Alexandra M.; Souto, Andre
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errSave
Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis
errJMIR MEDICAL INFORMATICS
IF3.8
err2021-07-30
err7
errOAAI
errBarata, Carolina; Rodrigues, Ana Maria; Canhao, Helena; Vinga, Susana; Carvalho, Alexandra M.
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errSave
Learning dynamic Bayesian networks from time-dependent and time-independent data: Unraveling disease progression in Amyotrophic Lateral Sclerosis
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2021-05-01
err11
errOAAI
errLeao, Tiago; Madeira, Sara C.; Gromicho, Marta; de Carvalho, Mamede; Carvalho, Alexandra M.
errShare
errSave
Coupling sparse Cox models with clustering of longitudinal transcriptomics data for trauma prognosis
errBIODATA MINING
IF6.1
err2021-04-14
err0
errOAAI
errConstantino, Claudia S.; Carvalho, Alexandra M.; Vinga, Susana
errShare
errSave
AliClu - Temporal sequence alignment for clustering longitudinal clinical data
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2019-12-30
err4
errOAAI
errRama, Kishan; Canhao, Helena; Carvalho, Alexandra M.; Vinga, Susana
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errSave
Modelling cancer outcomes of bone metastatic patients: combining survival data with N-Telopeptide of type I collagen (NTX) dynamics through joint models
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2019-01-17
err3
errOAAI
errLoureiro, Hugo; Carrasquinha, Eunice; Alho, Irina; Ferreira, Arlindo R.; Costa, Luis; Carvalho, Alexandra M.; Vinga, Susana
errShare
errSave
Model selection for clustering of pharmacokinetic responses
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2018-08-01
err4
PREAI
errGuerra, Rui P.; Carvalho, Alexandra M.; Mateus, Paulo
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errSave
Hybrid learning of Bayesian multinets for binary classification
errPATTERN RECOGNITION
IF7.6
err2014-10-01
err10
PREAI
errCarvalho, Alexandra M.; Adao, Pedro; Mateus, Paulo
errShare
errSave
YEASTRACT-DISCOVERER:: new tools to improve the analysis of transcriptional regulatory associations in Saccharomyces cerevisiae
errNUCLEIC ACIDS RESEARCH
IF13.1
err2007-12-23
err150
errOAAI
errMonteiro, Pedro T.; Mendes, Nuno D.; Teixeira, Miguel C.; d'Orey, Sofia; Tenreiro, Sandra; Mira, Nuno P.; Pais, Helio; Francisco, Alexandre P.; Carvalho, Alexandra M.; Lourenco, Artur B.; Sa-Correia, Isabel; Oliveira, Arlindo L.; Freitas, Ana T.
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errSave
An efficient algorithm for the identification of structured motifs in DNA promoter sequences
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2006-04-01
err43
errOAAI
errCarvalho, AM; Freitas, AT; Oliveira, AL; Sagot, MF
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
I
Isabel Sá‐Correia
H-index: 66 · Papers: 328
M
Mamede de Carvalho
H-index: 65 · Papers: 651
H
Helena Canhão
H-index: 51 · Papers: 605
M
Miguel C. Teixeira
H-index: 46 · Papers: 127
L
Luís Costa
H-index: 44 · Papers: 411
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