Bayesian Integration and Modeling for Next-generation Sequencing Data Analysis

Bayesian Integration and Modeling for Next-generation Sequencing Data Analysis

Computational biology currently faces challenges in a big data world with thousands of data samples across multiple disease types including cancer. The challenging problem is how to extract biologically meaningful information from large-scale genomic data. Next-generation Sequencing (NGS) can now pr...

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Bibliographic Details
Main Author: Chen, Xi
Other Authors: Electrical and Computer Engineering
Format: Others
Published: Virginia Tech 2016
Subjects:
NGS Data Analysis
Transcriptional Regulatory Network
Genomic Mutation
Bayesian Modeling
Expectation-Maximization
Gibbs Sampling
Online Access:http://hdl.handle.net/10919/71706

Internet

http://hdl.handle.net/10919/71706

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