Machine Learning for Biomedicine
ML4BM
Instituto de Salud Global de Barcelona
Barcelona, EspañaPublicaciones en colaboración con investigadores/as de Instituto de Salud Global de Barcelona (21)
2024
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Common genetic variants associated with urinary phthalate levels in children: A genome-wide study
Environment International, Vol. 190
2023
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Epimutation detection in the clinical context: guidelines and a use case from a new Bioconductor package
Epigenetics, Vol. 18, Núm. 1
2022
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Identification of autosomal cis expression quantitative trait methylation (cis eQTMs) in children's blood
eLife, Vol. 11
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Multi-omics signatures of the human early life exposome
Nature Communications, Vol. 13, Núm. 1
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Study of the Combined Effect of Maternal Tobacco Smoking and Polygenic Risk Scores on Birth Weight and Body Mass Index in Childhood
Frontiers in Genetics, Vol. 13
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The early-life exposome modulates the effect of polymorphic inversions on DNA methylation
Communications Biology, Vol. 5, Núm. 1
2021
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Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation
Nature Genetics, Vol. 53, Núm. 9, pp. 1311-1321
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The early-life exposome and epigenetic age acceleration in children
Environment International, Vol. 155
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Variability of multi-omics profiles in a population-based child cohort
BMC Medicine, Vol. 19, Núm. 1
2020
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DNA methylation and body mass index from birth to adolescence: meta-analyses of epigenome-wide association studies
Genome Medicine, Vol. 12, Núm. 1
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Identifying chromosomal subpopulations based on their recombination histories advances the study of the genetic basis of phenotypic traits
Genome Research, Vol. 31, Núm. 12, pp. 1802-1814
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In utero and childhood exposure to tobacco smoke and multi-layer molecular signatures in children
BMC Medicine, Vol. 18, Núm. 1
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Polymorphic Inversions Underlie the Shared Genetic Susceptibility of Obesity-Related Diseases
American Journal of Human Genetics, Vol. 106, Núm. 6, pp. 846-858
2019
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Common polymorphic inversions at 17q21.31 and 8p23.1 associate with cancer prognosis
Human Genomics, Vol. 13, Núm. 1
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Epigenome-wide meta-analysis of DNA methylation and childhood asthma
Journal of Allergy and Clinical Immunology, Vol. 143, Núm. 6, pp. 2062-2074
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Newborn DNA-methylation, childhood lung function, and the risks of asthma and COPD across the life course
European Respiratory Journal, Vol. 53, Núm. 4
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scoreInvHap: Inversion genotyping for genome-wide association studies
PLoS Genetics, Vol. 15, Núm. 7
2017
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Maternal BMI at the start of pregnancy and offspring epigenome-wide DNA methylation: Findings from the pregnancy and childhood epigenetics (PACE) consortium
Human Molecular Genetics, Vol. 26, Núm. 20, pp. 4067-4085
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MultiDataSet: An R package for encapsulating multiple data sets with application to omic data integration
BMC Bioinformatics, Vol. 18, Núm. 1
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Redundancy analysis allows improved detection of methylation changes in large genomic regions
BMC Bioinformatics, Vol. 18, Núm. 1