Big Data Analytics in Genomics
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Introduction to Statistical Methods for Integrative Data Analysis in Genome-Wide Association Studies
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Altmetric BadgeChapter 2 Robust Methods for Expression Quantitative Trait Loci Mapping
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Altmetric BadgeChapter 3 Causal Inference and Structure Learning of Genotype–Phenotype Networks Using Genetic Variation
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Altmetric BadgeChapter 4 Genomic Applications of the Neyman–Pearson Classification Paradigm
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Altmetric BadgeChapter 5 Improving Re-annotation of Annotated Eukaryotic Genomes
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Altmetric BadgeChapter 6 State-of-the-Art in Smith–Waterman Protein Database Search on HPC Platforms
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Altmetric BadgeChapter 7 A Survey of Computational Methods for Protein Function Prediction
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Altmetric BadgeChapter 8 Genome-Wide Mapping of Nucleosome Position and Histone Code Polymorphisms in Yeast
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Altmetric BadgeChapter 9 Perspectives of Machine Learning Techniques in Big Data Mining of Cancer
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Altmetric BadgeChapter 10 Mining Massive Genomic Data for Therapeutic Biomarker Discovery in Cancer: Resources, Tools, and Algorithms
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Altmetric BadgeChapter 11 NGS Analysis of Somatic Mutations in Cancer Genomes
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Altmetric BadgeChapter 12 OncoMiner: A Pipeline for Bioinformatics Analysis of Exonic Sequence Variants in Cancer
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Altmetric BadgeChapter 13 A Bioinformatics Approach for Understanding Genotype–Phenotype Correlation in Breast Cancer
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