Modern Bioinformatics

From Molecular Insights to Biomedical Innovation

Häftad, Engelska, 2026

AvKolla Bhanu Prakash,Saurav Mallik,Valentina Emilia Balas

2 299 kr

Kommande

Modern Bioinformatics: From Molecular Insights to Biomedical Innovation explores the rapidly advancing field of bioinformatics, addressing a critical gap in current literature by integrating quantum biology and quantum biosensors with computational bioinformatics. The book offers a thorough exploration of bioinformatics from foundational concepts to translational applications. It begins with molecular structures of proteins, DNA, and RNA, advancing through nano-molecular visualization and structural domain analysis. Readers gain insights into deep learning techniques like AlphaFold for protein structure prediction, AI applications in genomics, and molecular interactions critical to function. The text further covers computational methods in drug discovery, forensic bioinformatics, and molecular evolution.

A unique emphasis is placed on the convergence of nanotechnology and quantum innovations in molecular diagnostics and biosensing, including quantum biosensors and quantum computing applications. The final sections focus on computational strategies for drug target identification, biomarker discovery, and clinical trial analysis, providing a holistic view of modern bioinformatics workflows. This book is an indispensable reference for advanced researchers, graduate students, and professionals in bioinformatics, molecular biology, and biomedical engineering seeking to integrate quantum computing and nanotechnology into their work.

Offers comprehensive insights into advanced bioinformatics methods, emphasizing quantum computing and bio-sensing technologies
Provides practical algorithms and tools for structural analysis, sequence alignment, and precise genomics exploration
Includes real-world case studies in drug discovery, proteomics, and genomics to demonstrate computational bioinformatics applications
Introduces innovative quantum biology and quantum biosensor techniques bridging quantum computing with biological research
Serves as a multidisciplinary reference for academia and industry, integrating quantum computing with molecular diagnostics and biomarker discovery

Produktinformation

Utgivningsdatum2026-11-01
Mått191 x 235 x undefined mm
Vikt450 g
FormatHäftad
SpråkEngelska
Antal sidor350
FörlagElsevier Science
ISBN9780443453496

Tillhör följande kategorier

Företagsekonomi inom Ekonomi och Ledarskap
Biomedicinsk teknik inom Medicin
Biokemisk teknik inom Naturvetenskap och teknik
Affärsapplikationer inom Data och IT

Dr. Kolla Bhanu Prakash is a Professor and Research Group Head in the CSE Department, KL University, India. His current research interests include Deep Learning, Data Science, Smart Grids and Image Processing. Dr. Saurav Mallik is a Research Scientist in the Department of Pharmacology and Toxicology at The University of Arizona, USA. He previously served as a Postdoctoral Fellow at Harvard T.H. Chan School of Public Health (2019-2022) and held positions at the University of Texas Health Science Center at Houston (2018-2019) and the University of Miami Miller School of Medicine (2017-2018). Dr. Mallik earned his PhD in Computer Science and Engineering from Jadavpur University, India, in 2017, conducting research at the Indian Statistical Institute. He received a Research Associateship from CSIR, India, in 2017. With over 150 publications in high-impact journals, he has authored several books and patents. Dr. Mallik is an active member of IEEE, ACM, AACR, and Bioclues, and has collaborated with editors and reviewers for prestigious journals. His research focuses on Computational Biology, Bioinformatics, Bio-Statistics, and Machine Learning. Valentina Emilia Balas is currently a Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, “Aurel Vlaicu University of Arad, Romania. She holds a PhD cum Laude in Applied Electronics and Telecommunications from the Polytechnic University of Timisoara. Dr. Balas is the author of more than 350 research papers. She is the Editor-in-Chief of the 'International Journal of Advanced Intelligence Paradigms' and the 'International Journal of Computational Systems Engineering', an editorial board member for several other national and international publications, and an expert evaluator for national and international projects and PhD theses.

Part I. Exploring the World of Bioinformatics and Molecular Structures1. Introduction to Bio-informatics2. Fundamentals of Protein structure3. Fundamentals of DNA and RNA structure4. Nano-molecular structure determination5. Molecular visualisationPart II. Advancements in Bioinformatics: From Molecular Structures to Functional Insights6. Identifying structural domains in proteins7. Inferring protein function from structure8. Genome biology9. Deep Learning for Protein Structure Prediction: The Case of AlphaFoldDeep Learning for Protein Structure Prediction: The Case of AlphaFoldPart III. Molecular Interactions and Computational Approaches in Bioinformatics10. AI and Machine Learning in Genomics and Structural Bioinformatics11. Protein- Nucleic acid interactions12. Protein- protein interactions13. Docking methods, ligand designPart IV. Computational Techniques and Applications of Bioinformatics in Structural Biology and Drug Discovery14. Homology modelling15. RNA structural bioinformatics16. Bioinformatics in drug discovery17. Precision Medicine and Bioinformatics ApplicationsPart V. Forensic Bioinformatics: Techniques and Data Analysis in Molecular Biology18. Forensic molecular biology19. DNA extraction techniques20. Statistical presentation of forensic data21. Case Studies in Forensic Bioinformatics ApplicationsPart VI. Molecular Biology and Bioinformatics: From Genetic Engineering to Protein Evolution22. Recombinant DNA and molecular cloning23. RNA processing24. Proteins: structure, function and evolutionPart VII. Nanotechnology and Quantum Innovations in Molecular Diagnostics and Biosensing25. Nano arrays for molecular diagnostics26. Nano-biosensors27. Detection of biomarkers by nano-technology28. Clinical applications of nano diagnostics29. Quantum biosensors30. Quantum Computing in Bioinformatics: Concepts and ApplicationsPart VIII. Computational Strategies and Biomarker Insights in Drug Discovery and Development31. Computational approaches to drug target identification32. Translational biomarkers in drug development33. Data visualization and DDP process34. Clinical trial failures and drug repositioning35. Computational phenotypic assessment