04303nam a22005895i 4500 978-981-99-8401-5 DE-He213 20251030111417.0 cr nn 008mamaa 240205s2024 si | s |||| 0|eng d 9789819984015 978-981-99-8401-5 10.1007/978-981-99-8401-5 doi QH324.2-324.25 UY bicssc PS bicssc COM082000 bisacsh PSAX thema Advances in Bioinformatics [electronic resource] / edited by Vijai Singh, Ajay Kumar. 2nd ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XVII, 358 p. 58 illus., 51 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Ch 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. The 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. Bioinformatics. 64050 Proteins. 70651 Genomics. 64972 Chemoinformatics. 70652 Artificial intelligence. 58441 Bioinformatics. 64050 Proteins. 70651 Genomics. 64972 Cheminformatics. 65190 Artificial Intelligence. 58441 Singh, Vijai. editor. edt http://id.loc.gov/vocabulary/relators/edt 70653 Kumar, Ajay. editor. edt http://id.loc.gov/vocabulary/relators/edt 70654 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819984008 Printed edition: 9789819984022 Printed edition: 9789819984039 https://doi.org/10.1007/978-981-99-8401-5 ZDB-2-SBL ZDB-2-SXB 57503 57503