A Handbook of Artificial Intelligence in Drug Delivery

ISBN-13: 9780323899253 / Angielski / Miękka / 2023

Anil K. Philip; Aliasgar Shahiwala; Mamoon Rashid

Spis treści

1. An overview of Artificial intelligence in Drug development

2. General considerations on Artificial intelligence

3. Role of Artificial intelligence in quality profiling and optimization of drug products

4. AI application in the drug manufacturing for multivariate control

5. AI approaches for the development of drugs and delivery systems

6. Artificial neural network (ANN) in Drug delivery

7. Relevance of AI in Microbased Drug delivery system

8. Application of Artificial Intelligence driving Nano-based Drug Delivery System

9. AI in Microfabrication technology

10. Tracing the Nose-to-brain Nanoparticulate drug delivery using Bio /chemoinformatics tools

11. Applicability of machine learning in three-dimensionally (3D) printing dosage forms

12. Role of AI in ADME/Tox towards formulation optimization and delivery

13. Self-regulated Drug delivery Micro/ Nanodevice

14. Design and application of Nanorobots in Targeted drug delivery

15. Role of AI in Drug Product Designing, Development & Manufacturing

16. Impact of AI on drug delivery and pharmacokinetics: The present scenario and future prospects

17. Artificial Intelligence in Vaccine Development: Significance and Challenges Ahead

18. AI-enabled Qadrupole Stimuli-Responsive Targeted Polymeric Nano drug delivery for Cancer Therapy

19. Convergence of Artificial Intelligence and Nanotechnology in the Development of Novel Formulations for Cancer

20. Artificial Intelligence in Precision Medicine

21. Artificial Intelligence and Machine Learning in Clinical Trial Design & Application

22. Artificial Intelligence from regulatory perspective: Drug delivery and devices