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Optimizing postprandial glucose prediction through integration of diet and exercise: Leveraging transfer learning with imbalanced patient data.
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- PLoS ONE, 2024, v. 19, n. 8, p. 1, doi. 10.1371/journal.pone.0298506
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- Article
Bayesian modeling of the impact of antibiotic resistance on the efficiency of MRSA decolonization.
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- PLoS Computational Biology, 2023, v. 19, n. 10, p. 1, doi. 10.1371/journal.pcbi.1010898
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- Article
HAPNEST: efficient, large-scale generation and evaluation of synthetic datasets for genotypes and phenotypes.
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- Bioinformatics, 2023, v. 39, n. 9, p. 1, doi. 10.1093/bioinformatics/btad535
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- Article
Baseline gene expression in subcutaneous adipose tissue predicts diet-induced weight loss in individuals with obesity.
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- PeerJ, 2023, p. 1, doi. 10.7717/peerj.15100
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- Article
Ethical layering in AI-driven polygenic risk scores—New complexities, new challenges.
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- Frontiers in Genetics, 2023, v. 14, p. 1, doi. 10.3389/fgene.2023.1098439
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- Article
Informative Bayesian Neural Network Priors for Weak Signals.
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- Bayesian Analysis, 2022, v. 17, n. 4, p. 1121, doi. 10.1214/21-BA1291
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- Article
Crop loss identification at field parcel scale using satellite remote sensing and machine learning.
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- PLoS ONE, 2021, v. 16, n. 12, p. 1, doi. 10.1371/journal.pone.0251952
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- Article
Population analysis of Legionella pneumophila reveals a basis for resistance to complement-mediated killing.
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- Nature Communications, 2021, v. 12, n. 1, p. 1, doi. 10.1038/s41467-021-27478-z
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- Article
Parallel Gaussian Process Surrogate Bayesian Inference with Noisy Likelihood Evaluations.
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- Bayesian Analysis, 2021, v. 16, n. 1, p. 147, doi. 10.1214/20-BA1200
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- Article
Modelling G × E with historical weather information improves genomic prediction in new environments.
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- Bioinformatics, 2019, v. 35, n. 20, p. 4045, doi. 10.1093/bioinformatics/btz197
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- Article
Efficient Acquisition Rules for Model-Based Approximate Bayesian Computation.
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- Bayesian Analysis, 2019, v. 14, n. 2, p. 595, doi. 10.1214/18-BA1121
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- Article
A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation.
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- PLoS Computational Biology, 2019, v. 15, n. 4, p. 1, doi. 10.1371/journal.pcbi.1006534
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- Article
ELFI: Engine for Likelihood-Free Inference.
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- Journal of Machine Learning Research, 2018, v. 19, n. 1-26, p. 1
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- Article
Bacmeta: simulator for genomic evolution in bacterial metapopulations.
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- Bioinformatics, 2018, v. 34, n. 13, p. 2308, doi. 10.1093/bioinformatics/bty093
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- Article
Correction: Dynamics and impact of homologous recombination on the evolution of Legionella pneumophila.
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- 2017
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- Correction Notice
biMM: efficient estimation of genetic variances and covariances for cohorts with high-dimensional phenotype measurements.
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- Bioinformatics, 2017, v. 33, n. 15, p. 2405, doi. 10.1093/bioinformatics/btx166
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- Article
Speciation trajectories in recombining bacterial species.
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- PLoS Computational Biology, 2017, v. 13, n. 7, p. 1, doi. 10.1371/journal.pcbi.1005640
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- Article
Dynamics and impact of homologous recombination on the evolution of Legionella pneumophila.
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- PLoS Genetics, 2017, v. 13, n. 6, p. 1, doi. 10.1371/journal.pgen.1006855
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- Article
Efficient Inference of Recent and Ancestral Recombination within Bacterial Populations.
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- Molecular Biology & Evolution, 2017, v. 34, n. 5, p. 1167, doi. 10.1093/molbev/msx066
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- Article
Cluster analysis to estimate the risk of preeclampsia in the high-risk Prediction and Prevention of Preeclampsia and Intrauterine Growth Restriction (PREDO) study.
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- PLoS ONE, 2017, v. 12, n. 3, p. 1, doi. 10.1371/journal.pone.0174399
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- Article
Sequence element enrichment analysis to determine the genetic basis of bacterial phenotypes.
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- Nature Communications, 2016, v. 7, n. 9, p. 12797, doi. 10.1038/ncomms12797
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- Article
metaCCA: summary statistics-based multivariate meta-analysis of genome-wide association studies using canonical correlation analysis.
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- Bioinformatics, 2016, v. 32, n. 13, p. 1981, doi. 10.1093/bioinformatics/btw052
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- Article
Comprehensive Identification of Single Nucleotide Polymorphisms Associated with Beta-lactam Resistance within Pneumococcal Mosaic Genes.
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- PLoS Genetics, 2014, v. 10, n. 8, p. 1, doi. 10.1371/journal.pgen.1004547
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- Article
Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression.
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- Bioinformatics, 2014, v. 30, n. 14, p. 2026, doi. 10.1093/bioinformatics/btu140
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- Article
Cryptic ecology among host generalist Campylobacter jejuni in domestic animals.
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- Molecular Ecology, 2014, v. 23, n. 10, p. 2442, doi. 10.1111/mec.12742
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- Article
Dense genomic sampling identifies highways of pneumococcal recombination.
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- Nature Genetics, 2014, v. 46, n. 3, p. 305, doi. 10.1038/ng.2895
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- Article
Genome-wide association studies with high-dimensional phenotypes.
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- Statistical Applications in Genetics & Molecular Biology, 2013, v. 12, n. 4, p. 413, doi. 10.1515/sagmb-2012-0032
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- Article
Phylogeographic variation in recombination rates within a global clone of methicillin-resistant Staphylococcus aureus.
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- Genome Biology, 2012, v. 13, n. 12, p. 1
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- Article
Finite Adaptation and Multistep Moves in the Metropolis-Hastings Algorithm for Variable Selection in Genome-Wide Association Analysis.
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- PLoS ONE, 2012, v. 7, n. 11, p. 1, doi. 10.1371/journal.pone.0049445
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- Article
Detection of recombination events in bacterial genomes from large population samples.
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- Nucleic Acids Research, 2012, v. 40, n. 1, p. 1, doi. 10.1093/nar/gkr928
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- Article
Bayesian Variable Selection in Searching for Additive and Dominant Effects in Genome-Wide Data.
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- PLoS ONE, 2012, v. 7, n. 1, p. 1, doi. 10.1371/journal.pone.0029115
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- Article
Reconstructing Population Histories from Single Nucleotide Polymorphism Data.
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- Molecular Biology & Evolution, 2011, v. 28, n. 1, p. 673, doi. 10.1093/molbev/msq236
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- Article
Efficient Bayesian approach for multilocusassociation mapping including gene-geneinteractions.
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- BMC Bioinformatics, 2010, v. 11, p. 443, doi. 10.1186/1471-2105-11-443
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- Article
Bayesian learning of graphical vector autoregressions with unequal lag-lengths.
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- Machine Learning, 2009, v. 75, n. 2, p. 217, doi. 10.1007/s10994-009-5101-2
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- Article
Bayesian clustering and feature selection for cancer tissue samples.
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- BMC Bioinformatics, 2009, v. 10, p. 1, doi. 10.1186/1471-2105-10-90
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- Article
Bayesian search of functionally divergent protein subgroups and their function specific residues.
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- Bioinformatics, 2006, v. 22, n. 20, p. 2466, doi. 10.1093/bioinformatics/btl411
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- Article
Bayesian identification of admixture events using multilocus molecular markers.
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- Molecular Ecology, 2006, v. 15, n. 10, p. 2833, doi. 10.1111/j.1365-294X.2006.02994.x
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- Article
BAPS 2: enhanced possibilities for the analysis of genetic population structure.
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- Bioinformatics, 2004, v. 20, n. 15, p. 2363, doi. 10.1093/bioinformatics/bth250
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- Article