03937nam 22006855 450 991029841760332120200703015703.03-319-72377-410.1007/978-3-319-72377-8(CKB)4100000002892186(MiAaPQ)EBC5441108(DE-He213)978-3-319-72377-8(PPN)225553198(EXLCZ)99410000000289218620180316d2018 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierMathematica for Bioinformatics[electronic resource] A Wolfram Language Approach to Omics /by George Mias1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (xvi, 384 pages) illustration3-319-72376-6 Includes bibliographical references and index.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.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.Bioinformatics Computational biology MetabolismMicroarraysSystems biologyBioinformaticsBiostatisticsComputer Appl. in Life Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/L17004Metabolomicshttps://scigraph.springernature.com/ontologies/product-market-codes/L15030Microarrayshttps://scigraph.springernature.com/ontologies/product-market-codes/B12050Systems Biologyhttps://scigraph.springernature.com/ontologies/product-market-codes/L15010Computational Biology/Bioinformaticshttps://scigraph.springernature.com/ontologies/product-market-codes/I23050Biostatisticshttps://scigraph.springernature.com/ontologies/product-market-codes/L15020Bioinformatics .Computational biology .Metabolism.Microarrays.Systems biology.Bioinformatics.Biostatistics.Computer Appl. in Life Sciences.Metabolomics.Microarrays.Systems Biology.Computational Biology/Bioinformatics.Biostatistics.570.285Mias Georgeauthttp://id.loc.gov/vocabulary/relators/aut1059863BOOK9910298417603321Mathematica for Bioinformatics2508909UNINA