04082nam a22005415i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050001900172072001500191072001500206072002300221072001600244245009200260250001800352264007200370300006600442336002600508337002600534338003600560347002400596505112300620520110801743650002702851650002102878650002102899650002902920650003602949650002702985650002103012650002103033650002803054650003603082700008203118700008103200710003403281773002603315776003603341776003603377776003603413856004603449912001403495912001403509999001703523978-981-99-8401-5DE-He21320251030111417.0cr nn 008mamaa240205s2024    si |    s    |||| 0|eng d  a97898199840159978-981-99-8401-57 a10.1007/978-981-99-8401-52doi 4aQH324.2-324.25 7aUY2bicssc 7aPS2bicssc 7aCOM0820002bisacsh 7aPSAX2thema10aAdvances in Bioinformaticsh[electronic resource] /cedited by Vijai Singh, Ajay Kumar.  a2nd ed. 2024. 1aSingapore :bSpringer Nature Singapore :bImprint: Springer,c2024.  aXVII, 358 p. 58 illus., 51 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda0 aCh 1 Revolutionizing Genomics: Exploring the Potential of Next-Generation Sequencing -- Ch 2 Advances in structural bioinformatics -- Ch 3 Functional genomics and network biology -- Ch 4 Bioinformatics in gene and genome analysis -- Ch 5 Role of bioinformatics in non-coding RNA analysis -- Ch 6 Next generation sequencing in healthcare -- Ch 7 Genome scale modelling for novel drug targets -- Ch 8 Role of bioinformatics in genome editing -- Ch 9 Bioinformatics in pathway identification, design, modelling and simulation -- Ch 10 Integration of Metabolomics and Flux Balance Analysis: Applications and Challenges -- Ch 11 Bioinformatics in drug discovery -- Ch 12 Use of bioinformatics in high throughput drug screening -- Ch 13 Bioinformatics in precision medicine and healthcare -- Ch 14 Role of bioinformatics in data mining and big data analysis -- Ch 15 Unveiling the Dynamic Role of Bioinformatics in Automation for Efficient and Accurate Data Processing and Interpretation -- Ch 16 Artificial intelligence and machine learning in bioinformatics -- Ch 17 Bioinformatics in preventive medicine and epidemiology.  aThe second edition of Advances in Bioinformatics presents the latest developments in bioinformatics in gene discovery, genome analysis, genomics, transcriptomics, proteomics, metabolomics, metabolic flux analysis, drug discovery, and drug repurposing. It includes advancements in the applications of bioinformatics in the analysis of non-coding RNA, next-generation sequencing, gene synthesis, genome-scale modeling, high throughput drug screening, precision medicine, automation, artificial intelligence, and machine learning. Additionally, the book highlights some of the areas in which bioinformatics resources and methods are being developed to support the drug discovery pipeline. The chapter also discusses the role of bioinformatics in modeling and simulations of molecular biology systems in pathways identification and design. It is a valuable source of information for beginners in bioinformatics and students, researchers, scientists, clinicians, practitioners, policymakers, and stakeholders who are interested in harnessing the potential of bioinformatics in biomedical and allied sciences. 0aBioinformatics.964050 0aProteins.970651 0aGenomics.964972 0aChemoinformatics.970652 0aArtificial intelligence.95844114aBioinformatics.96405024aProteins.97065124aGenomics.96497224aCheminformatics.96519024aArtificial Intelligence.9584411 aSingh, Vijai.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9706531 aKumar, Ajay.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9706542 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978981998400808iPrinted edition:z978981998402208iPrinted edition:z978981998403940uhttps://doi.org/10.1007/978-981-99-8401-5  aZDB-2-SBL  aZDB-2-SXB  c57503d57503