Artificial Intelligence in Tissue and Organ Regeneration discusses the role of artificial intelligence as a highly sought-after technology in the area of organ and tissue regeneration. Certain groups have made significant progress in mass producing mini organs and organoids from stem cells utilizing such techniques. As time goes on, there will be a need to improve these procedures, protocols, regulatory guidelines, and their clinical implications.
- Integrates existing literature in a highly interdisciplinary area
- Presents comprehensive current and future perspectives, combining artificial intelligence and machine learning with organ and tissue regeneration
- Provides new and emerging technology that is useful in healthcare and the medical field
Sprache
Verlagsort
Verlagsgruppe
Elsevier Science & Techn.
Dateigröße
ISBN-13
978-0-443-18499-4 (9780443184994)
Schweitzer Klassifikation
Section 1. Machine learning and artificial concepts1. Artificial intelligence in tissue and organ regeneration: An introduction2. Introduction to AI and ML algorithms3. Machine learning and AI approaches for design of tissue scaffolds4. Use of artificial intelligence in assistive devices
Section 2. AI applications in organ regeneration5. Applying artificial intelligence in solid organ failure, organ transplant selection, preservation, and regeneration6. AI in angiogenesis moving toward designer vasculature7. Prospects of artificial intelligence in endogenous and exogenous regeneration and repair of organs8. AI on DDS for regenerative medicine9. Optimization of bio-ink using machine learning10. Artificial intelligence in stem cell therapies and organ regeneration
Section 3. AI applications and bio-manufacturing11. AI in multiscale scaffolds for cancer organoids testbed 12. Complex data representation, modeling and computational power for a personalized dialysis13. Neural encoding of artificial sensations evoked by peripheral nerve stimulation for neuroprosthetic applications14. Applying AI to advanced biomanufacturing15. Regulatory pathways for ML and AI devices16. AI and ML: future challenges and perspective in artificial organs realm
