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Bioinformatics and Biomarker Discovery: "Omic" Data Analysis for Personalized Medicine by Francisco Azuaje

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Index

affinity propagation clustering

AI see artificial intelligence

analysis of variance (ANOVA)

angiogenin

ANNs see artificial neural networks

ANOVA see analysis of variance

ARACNe algorithm

area under the ROC curve (AUC)

genotype-phenotype association studies

integrative data analysis

metabolomics

prediction models

translational bioinformatics

Armitage test

artificial intelligence (AI)

artificial neural networks (ANNs)

AUC see area under the ROC curve

B-cell interactome (BCI) database

BASC see BRCA1-associated genome surveillance complex

Bayesian network models

BCI see B-cell interactome

betweenness

binning

biocyberinfrastructure

bioinformatics, definitions

biological interaction networks

definitions and concepts

disease biomarker discovery

future developments

genome-wide association studies

guest commentary

integrative approaches

key approaches

limitations

pathway-based analysis

representing and inferring

biological pathway analysis

biomarker values

biomarkers

classification

definitions

research principles

Biomedical Informatics Research Network (BIRN)

BNP see brain natriuretic peptide

Bonferroni correction

bootstrapping

brain natriuretic peptide (BNP)

BRCA1-associated genome surveillance complex (BASC)

BRCA1/2

caBIG see Cancer Biomedical Informatics Grid

calibration analysis

Cancer Biomedical Informatics Grid (caBIG)

candidate-gene association studies

case samples

categorical data

censoring

CFG see convergent functional genomics

CFS see correlation-based feature selection ...

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