Revolutionizing Drug Development

Harnessing AI and Computational Biology

Paperback Engels 2026 9780443340598
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Revolutionizing Drug Development: Harnessing AI and Computational Biology presents cutting-edge artificial intelligence (AI) tools, such as machine- and deep-learning models and generative AI, to assist structure-based drug design and clinical trial design and integrate with drug development programs. This book summarizes technical advancements of AI-based technologies and computational biology approaches, highlighting their applications in developing new drugs through discovery, repurposing, and designing, for advancing R&D in the pharmaceutical industry and benefiting precision medicine. This book serves as an ideal reference for students, teachers, professors, and researchers in biological and biomedical sciences, particularly the topics related to bioinformatics, systems biology, pharmacology, and drug development. The readers can efficiently and precisely overview this burning field, which might inspire their future directions of research in drug development and AI-based digital biology.

Specificaties

ISBN13:9780443340598
Taal:Engels
Bindwijze:Paperback

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Inhoudsopgave

Artificial intelligence and accelerated computing in drug discovery: An updated overview<br>2. AI strategies for drug discovery and bioactivity prediction: Opportunities and challenges<br>3. AI technologies for drug repurposing: Methods and applications<br>4. Data science and databases in drug discovery: Technical development and applications<br>5. Graph neural networks for drug discovery: Protocols and applications<br>6. Deep learning and generative models for drug discovery: Techniques and current achievements<br>7. AI-enabled personalized medicine: Strategies and challenges<br>8. AI technologies for advancing R&D in the pharmaceutical industry: Current development and challenges<br>10. AI-powered drug development for treating neurological disorders<br>11. AI applications in drug discovery for promoting longevity<br>12. Transforming Drug Development with AI-driven Models<br>13. AI technologies for precision and personalized medicine<br>14. AI technologies for smart pharmacology<br>15. AI-powered Immunopharmacological strategies to combat inflammatory diseases<br>16. AI and nanotechnology for advancing drug development<br>17. Drug repositioning using tensor decomposition<br>18. Integrating Artificial Intelligence and machine learning technologies in antiviral drug discovery: Strategies and challenges<br>19. Artificial intelligence in the discovery of new antibiotics<br>20. AI-designed drugs: Clinical development and future directions

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€ 196,59
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        Revolutionizing Drug Development