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Mathematica for Bioinformatics : A Wolfram Language Approach to Omics / / by George Mias



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Autore: Mias George Visualizza persona
Titolo: Mathematica for Bioinformatics : A Wolfram Language Approach to Omics / / by George Mias Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Edizione: 1st ed. 2018.
Descrizione fisica: 1 online resource (xvi, 384 pages) : illustration
Disciplina: 570.285
Soggetto topico: Bioinformatics 
Computational biology 
Metabolism
Microarrays
Systems biology
Bioinformatics
Biostatistics
Computer Appl. in Life Sciences
Metabolomics
Systems Biology
Computational Biology/Bioinformatics
Nota di bibliografia: Includes bibliographical references and index.
Nota di contenuto: 1 Introduction to Bioinformatics -- 2. A Mathematica Primer for Bioinformaticians -- 3. Statistics for Genomic Analysis -- 4. Genomic Sequences -- 5. Databases -- 6. Transcriptomics -- 7. Proteomics -- 8. Metabolomics -- 9. Systems Biology -- 10. Networks -- 11. Time Series Analysis -- 12. Omics Integration and Systems Medicine -- 13. Bioinformatics Development with Mathematica.
Sommario/riassunto: This book offers a comprehensive introduction to using Mathematica and the Wolfram Language for Bioinformatics. The chapters build gradually from basic concepts and the introduction of the Wolfram Language and coding paradigms in Mathematica, to detailed worked examples derived from typical research applications using Wolfram Language code. The coding examples range from basic sequence analysis, accessing genomic databases, and differential gene expression, to time series analysis of longitudinal omics experiments, multi-omics integration and building dynamic interactive bioinformatics tools using the Wolfram Language. The topics address the daily bioinformatics needs of a broad audience: experimental users looking to understand and visualize their data, beginner bioinformaticians acquiring coding expertise in providing biological research solutions, and practicing expert bioinformaticians working on omics who wish to expand their toolset to include the Wolfram Language.
Titolo autorizzato: Mathematica for Bioinformatics  Visualizza cluster
ISBN: 3-319-72377-4
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910298417603321
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