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Systems Analytics and Integration of Big Omics Data

Resumen/Descripción – provisto por la editorial

No disponible.

Palabras clave – provistas por la editorial

precision medicine informatics; n/a; drug sensitivity; chromatin modification; cell lines; biocuration; neurodegeneration; multivariate analysis; artificial intelligence; epigenetics; missing data; sequencing; clinical data; class imbalance; integrative analytics; algorithm development for network integration; deep phenotype; non-omics data; feature selection; Gene Ontology; miRNA–gene expression networks; omics data; plot visualization; Alzheimer’s disease; tissue classification; epidemiological data; proteomic analysis; genotype; RNA expression; indirect effect; multi-omics; dementia; multiomics integration; data integration; phenomics; network topology analysis; challenges; transcriptome; enrichment analysis; regulatory genomics; scalability; heterogeneous data; systemic lupus erythematosus; database; microtubule-associated protein tau; disease variants; genomics; joint modeling; distance correlation; annotation; phenotype; direct effect; curse of dimensionality; gene–environment interactions; logic forest; machine learning; KEGG pathways; multivariate causal mediation; amyloid-beta; bioinformatics pipelines; support vector machine; pharmacogenomics; candidate genes; tissue-specific expressed genes; cognitive impairment; causal inference

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Información

Tipo de recurso:

libros

ISBN electrónico

978-3-03928-745-1

País de edición

Suiza