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Current Progress of Bioinformatics for Human Health by Jin Zhao; Shu Zhang; Shunyao Wu; Wenke Zhang; Xiaoquan Su is a book available to read on EtoBox.

What is Current Progress of Bioinformatics for Human Health about?

Massive biological data provides a broad view for understanding the dynamics of human health status and disease from multiple aspects. During the past decade, the tremendous volume of biological data has been produced in different ways. How to analyze the high-volume data precisely and efficiently, and take advantage from it has become one of the most essential bottlenecks for precision medicine. Newly developed bioinformatics tools are bringing opportunities for these challenges, from sequence-based algorithms such as genome assembly and genome comparison, to disease classifiers like regular machine learning and neural network. In this chapter, we summarize the widely-used state-of-the-art computational approaches of multiomics data to study human health and diseases, including bioinformatics methods and tools for genomics, transcriptomics, metagenomics, and single-cell data, as well as machine learning algorithms and strategies. Genome Comparison and Analysis Expands our Understanding of Genetic Diseases and Treatments Sequencing technology enables the survey of genetic information on a large scale.Using high throughput sequencing and bioinformatical analysis, studies like the hu

Author

Jin Zhao; Shu Zhang; Shunyao Wu; Wenke Zhang; Xiaoquan Su

Publisher

Springer Verlag, Singapore

Published

2023

Language

EN

ISBN

9789811982095

Subjects

Medical, Mathematics, Management