Systems Analytics and Integration of Big Omics Data

A “genotype"" is essentially an organism's full hereditary information which is obtained from its parents. A ""phenotype"" is an organism's actual observed physical and behavioral properties. These may include traits such as morphology, size, height, eye color...

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Detalhes bibliográficos
Autor principal: Hardiman, Gary
Formato: Livro
Idioma:Inglês
Publicado em: MDPI - Multidisciplinary Digital Publishing Institute 2020
Assuntos:
R5-920
RM1-950
bic Book Industry Communication::M Medicine
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
Acesso em linha:https://directory.doabooks.org/handle/20.500.12854/60435
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