Applications of artificial intelligence in Orthopaedic surgery: A systematic review and meta-analysis

被引:0
|
作者
Geda, M. W. [1 ]
Tang, Yuk Ming [2 ,3 ]
Lee, C. K. M. [2 ]
机构
[1] Lab Artificial Intelligence Design, Sci Pk, Hong Kong, Peoples R China
[2] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hong Kong, Peoples R China
[3] City Univ Macau, Fac Business, Macau, Peoples R China
关键词
Artificial intelligence; Orthopaedic surgery; Medical robotics; Healthcare; Meta-analysis; TOTAL KNEE ARTHROPLASTY; TOTAL HIP-ARTHROPLASTY; CONVENTIONAL TECHNIQUE; MANUAL IMPLANTATION; AUTOMATED DETECTION; FOLLOW-UP; REPLACEMENT; PREDICTION; NAVIGATION; ACCURACY;
D O I
10.1016/j.engappai.2024.108326
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The integration of artificial intelligence (AI) has the potential to revolutionise the pre-operative, intra-operative and post-operative stages of orthopaedic surgery. We conduct a systematic review and meta-analysis to investigate the role and effectiveness of AI in Orthopedic surgery. We compare the outcomes of AI-assisted and conventional surgery by focusing on the implementation of AI tools in the prediction, diagnosis and robotassisted surgery. The results of the review and meta-analysis showed high accuracy in prediction outcomes, diagnosis and classification based on medical image analysis. However, the meta-analysis revealed longer operative times with robot-assisted surgery. Additionally, while robotics achieved enhanced implant positioning accuracy, definitive advantages in functional outcomes over conventional surgery were not observed. Future work should focus on extensive follow-up to validate the long-term advantages of AI-assisted procedures in orthopaedic surgery.
引用
收藏
页数:13
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