Description
A Handbook of Artificial Intelligence in Drug Delivery explores the use of Artificial Intelligence (AI) in drug delivery strategies. The book covers pharmaceutical AI and drug discovery challenges, Artificial Intelligence tools for drug research, AI enabled intelligent drug delivery systems and next generation novel therapeutics, broad utility of AI for designing novel micro/nanosystems for drug delivery, AI driven personalized medicine and Gene therapy, 3D Organ printing and tissue engineering, Advanced nanosystems based on AI principles (nanorobots, nanomachines), opportunities and challenges using artificial intelligence in ADME/Tox in drug development, commercialization and regulatory perspectives, ethics in AI, and more.This book will be useful to academic and industrial researchers interested in drug delivery, chemical biology, computational chemistry, medicinal chemistry and bioinformatics. The massive time and costs investments in drug research and development necessitate application of more innovative techniques and smart strategies.- Focuses on the use of Artificial Intelligence in drug delivery strategies and future impacts- Provides insights into how artificial intelligence can be effectively used for the development of advanced drug delivery systems- Written by experts in the field of advanced drug delivery systems and digital health
Table of Contents
1. An overview of Artificial intelligence in Drug development2. General considerations on Artificial intelligence3. Role of Artificial intelligence in quality profiling and optimization of drug products4. AI application in the drug manufacturing for multivariate control5. AI approaches for the development of drugs and delivery systems6. Artificial neural network (ANN) in Drug delivery7. Relevance of AI in Microbased Drug delivery system8. Application of Artificial Intelligence driving Nano-based Drug Delivery System9. AI in Microfabrication technology10. Tracing the Nose-to-brain Nanoparticulate drug delivery using Bio /chemoinformatics tools11. Applicability of machine learning in three-dimensionally (3D) printing dosage forms12. Role of AI in ADME/Tox towards formulation optimization and delivery13. Self-regulated Drug delivery Micro/ Nanodevice14. Design and application of Nanorobots in Targeted drug delivery15. Role of AI in Drug Product Designing, Development & Manufacturing16. Impact of AI on drug delivery and pharmacokinetics: The present scenario and future prospects17. Artificial Intelligence in Vaccine Development: Significance and Challenges Ahead18. AI-enabled Qadrupole Stimuli-Responsive Targeted Polymeric Nano drug delivery for Cancer Therapy19. Convergence of Artificial Intelligence and Nanotechnology in the Development of Novel Formulations for Cancer20. Artificial Intelligence in Precision Medicine21. Artificial Intelligence and Machine Learning in Clinical Trial Design & Application22. Artificial Intelligence from regulatory perspective: Drug delivery and devices
