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Artificial Intelligence (AI): A Potential Game Changer in Regenerative Orthopedics-A Scoping Review
Raju Vaishya1, Sakshi Dhall2, Abhishek Vaish1
1Department of Orthopaedics and Joint Replacement Surgery, Indraprastha Apollo Hospitals, Sarita Vihar, New Delhi, 110076 India.
Indian Journal of Orthopaedics
|September 26, 2024
Summary
Artificial intelligence (AI) enhances regenerative orthopedics by enabling personalized treatments. This review highlights AI
Area of Science:
- Regenerative Orthopedics
- Artificial Intelligence in Medicine
- Biotechnology
Background:
- Regenerative orthopedics utilizes treatments such as stem cell therapy, PRP, and tissue engineering.
- The field aims to provide cost-effective, non-invasive solutions for orthopedic conditions.
Purpose of the Study:
- To conduct a scoping review on the application of artificial intelligence (AI) in regenerative orthopedics.
- To identify the state-of-the-art, benefits, and limitations of AI in this field.
Main Methods:
- A systematic literature search was performed using PubMed from 2013-2024.
- PRISMA guidelines were followed, and 18 studies were included after screening 82 publications.
Main Results:
- AI, particularly machine learning (ML) and deep learning (DL), is crucial for optimizing regenerative treatments.
- AI facilitates data-driven, patient-specific treatment strategies by enabling accurate classifications and predictions.
- AI integration improves the comprehensiveness of regenerative orthopedic interventions.
Conclusions:
- AI is a rapidly advancing field in regenerative orthopedics, offering significant potential for improved patient outcomes.
- Further research and ethical considerations are necessary for the widespread clinical adoption of AI in regenerative orthopedics.
