LEADER 04238nam 22006975 450 001 9910831020603321 005 20240724130836.0 010 $a981-9984-01-7 024 7 $a10.1007/978-981-99-8401-5 035 $a(MiAaPQ)EBC31124765 035 $a(Au-PeEL)EBL31124765 035 $a(MiAaPQ)EBC31132817 035 $a(Au-PeEL)EBL31132817 035 $a(OCoLC)1420629565 035 $a(DE-He213)978-981-99-8401-5 035 $a(CKB)30305728100041 035 $a(EXLCZ)9930305728100041 100 $a20240205d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Bioinformatics /$fedited by Vijai Singh, Ajay Kumar 205 $a2nd ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (364 pages) 311 08$aPrint version: Singh, Vijai Advances in Bioinformatics Singapore : Springer Singapore Pte. Limited,c2024 9789819984008 320 $aIncludes bibliographical references. 327 $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. 330 $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. 606 $aBioinformatics 606 $aProteins 606 $aGenomics 606 $aCheminformatics 606 $aArtificial intelligence 606 $aBioinformatics 606 $aProteins 606 $aGenomics 606 $aCheminformatics 606 $aArtificial Intelligence 615 0$aBioinformatics. 615 0$aProteins. 615 0$aGenomics. 615 0$aCheminformatics. 615 0$aArtificial intelligence. 615 14$aBioinformatics. 615 24$aProteins. 615 24$aGenomics. 615 24$aCheminformatics. 615 24$aArtificial Intelligence. 676 $a570.285 702 $aSingh$b Vijai 702 $aKumar$b Ajay$f1962- 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910831020603321 996 $aAdvances in bioinformatics$92112776 997 $aUNINA