Bioinformatics Essentials II: From Multi‑omics to AI – Methods, Workflows, and Translational Applications
Autor Syed Mudasir Ahmad, Basharat Bhat, Mir Asif Iquebalen Limba Engleză Paperback – 2027
Each chapter includes learning objectives, worked examples, toolbox comparisons, and reproducible code. This resource empowers students, faculty, and applied researchers to confidently analyze complex datasets and translate findings into agriculture, health, and environmental solutions. Its modular structure and companion website enhance usability in both coursework and independent study.
- Provides reproducible, best-practice workflows for multi-omics and AI-assisted bioinformatics
- Offers modular chapters with learning objectives, datasets, and code notebooks for hands-on learning
- Includes translational case studies in agriculture, health, and environmental science
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Specificații
ISBN-10: 0443510601
Pagini: 330
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Cuprins
1. Bioinformatics Foundations for Omics
2. High‑Throughput Sequencing Today
Part II: Core Omics Workflows
3. Differential Expression & Functional Interpretation
4. Proteomics & Metabolomics Essentials
5. Epigenomics & Regulatory Layers
Part III: Advanced & Emerging Areas
6. Multi‑omics Integration
7. Single‑Cell & Spatial Omics
8. AI/ML & LLMs for Bioinformatics
9. Environmental & Metagenomic Bioinformatics
10. Translational Applications & Casebooks
Notă biografică
Dr. Syed Mudasir Ahmad is a distinguished scholar and researcher with 16 years of expertise in biotechnology. Prof. Mudasir is currently serving as the head of the division of animal biotechnology at SKUAST-Kashmir, India. His areas of research include biotechnology, bioinformatics and bioengineering. Prof. Mudasir has done his PhD in biotechnology from Jamia Millia Islamia, India and IIIM-Jammu, India, and postdoctoral fellowship from the University of California, USA. His extensive career has been highlighted by groundbreaking research and countless contributions to the scientific community. His findings have important implications for public health and veterinary science, providing novel and innovative approaches to disease prevention, diagnosis, and treatment. Notably, Prof. Mudasir has developed a recombinant multiserotype vaccine for salmonellosis in poultry to enhance food safety and poultry health. He is also involved in many innovative projects, focusing on AMR, omics technologies, and bioengineered products. Prof. Mudasir's research is well-funded. He has published more than 110 research articles in prestigious journals and has written many books. Prof. Mudasir is also an editorial board member of many reputable journals.