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Unraveling New Frontiers and Advances in Bioinformatics / / edited by Amit Chaudhary, Sushanta K. Sethi, Akarsh Verma



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Autore: Chaudhary Amit Visualizza persona
Titolo: Unraveling New Frontiers and Advances in Bioinformatics / / edited by Amit Chaudhary, Sushanta K. Sethi, Akarsh Verma Visualizza cluster
Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Edizione: 1st ed. 2024.
Descrizione fisica: 1 online resource (440 pages)
Disciplina: 570.285
Soggetto topico: Bioinformatics
Bioengineering
Drug delivery systems
Drugs - Design
Biological and Physical Engineering
Computational and Systems Biology
Drug Delivery
Structure-Based Drug Design
Altri autori: SethiSushanta K  
VermaAkarsh  
Nota di contenuto: 1. Introduction to Bioinformatics: Past, Present, and Future -- 2. Next-Generation Sequencing and Genomic Data Analysis -- 3. Single-Cell Genomics and Transcriptomics Analysis -- 4. Metagenomics and Microbiome Analysis -- 5. Structural Bioinformatics and Protein Structure Prediction -- 6. Machine Learning and Artificial Intelligence in Bioinformatics -- 7. Integrative Omics and Systems Biology -- 8. Bioinformatics in Precision Medicine and Personalized Healthcare -- 9. Drug Discovery and Repurposing through Bioinformatics -- 10. Bioinformatics in Crop Improvement and Agricultural Genomics -- 11. Immunoinformatics and Vaccine Development.
Sommario/riassunto: This book describes the bioinformatics research field, from its historical roots to the cutting-edge technologies. Many readers can discover the power of next-generation sequencing and genomic data analysis, uncover the secrets of single-cell genomics and transcriptomics, explore the metagenomics and microbiome analysis, and predict the protein structures using structural bioinformatics. Several case studies witnessing the fusion of bioinformatics and artificial intelligence, driving insights from vast biological datasets have also been explored. Other important aspects listed in the book are integrating the omics data for a holistic view of biological systems; experiencing the future of medicine with precision healthcare and personalized treatments; accelerating drug discovery and repurposing through computational approaches; agricultural genomics; and exploring the role of immunoinformatics in designing effective vaccines against infectious diseases.
Titolo autorizzato: Unraveling New Frontiers and Advances in Bioinformatics  Visualizza cluster
ISBN: 981-9771-23-4
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910887806303321
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