Systems Analytics and Integration of Big Omics Data

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...

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Bibliographic Details
Format: eBook
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2020
Subjects:
Medicine
algorithm development for network integration
Alzheimer's disease
amyloid-beta
annotation
artificial intelligence
biocuration
bioinformatics pipelines
candidate genes
causal inference
cell lines
challenges
chromatin modification
class imbalance
clinical data
cognitive impairment
curse of dimensionality
data integration
database
deep phenotype
dementia
direct effect
disease variants
distance correlation
drug sensitivity
enrichment analysis
epidemiological data
epigenetics
feature selection
Gene Ontology
gene-environment interactions
genomics
genotype
heterogeneous data
indirect effect
integrative analytics
joint modeling
KEGG pathways
logic forest
machine learning
microtubule-associated protein tau
miRNA-gene expression networks
missing data
multi-omics
multiomics integration
multivariate analysis
multivariate causal mediation
n/a
network topology analysis
neurodegeneration
non-omics data
omics data
pharmacogenomics
phenomics
phenotype
plot visualization
precision medicine informatics
proteomic analysis
regulatory genomics
RNA expression
scalability
sequencing
support vector machine
systemic lupus erythematosus
tissue classification
tissue-specific expressed genes
transcriptome
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