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
相关论文
共 50 条
  • [1] Artificial Intelligence for Mohs and Dermatologic Surgery: A Systematic Review and Meta-Analysis
    Mirza, Fatima N.
    Haq, Zaim
    Abdi, Parsa
    Diaz, Michael J.
    Libby, Tiffany J.
    [J]. DERMATOLOGIC SURGERY, 2024, 50 (09) : 799 - 806
  • [2] Current Applications of Artificial Intelligence for Pediatric Dentistry: A Systematic Review and Meta-Analysis
    Rokhshad, Rata
    Zhang, Ping
    Mohammad-Rahimi, Hossein
    Shobeiri, Parnian
    Schwendicke, Falk
    [J]. PEDIATRIC DENTISTRY, 2024, 46 (01)
  • [3] Commentary on "Artificial Intelligence in Dermatology: A Systematic Review of Its Applications in Melanoma and Keratinocyte Carcinoma Diagnosis" and "Artificial Intelligence for Mohs and Dermatologic Surgery: A Systematic Review and Meta-Analysis"
    Vidal, Nahid Y.
    [J]. DERMATOLOGIC SURGERY, 2024, 50 (09) : 807 - 808
  • [4] State of the art and prospects for artificial intelligence in orthognathic surgery: A systematic review with meta-analysis
    Takeshita, Wilton Mitsunari
    Silva, Thaisa Pinheiro
    de Souza, Laura Luiza Trindade
    Tenorio, Josceli Maria
    [J]. JOURNAL OF STOMATOLOGY ORAL AND MAXILLOFACIAL SURGERY, 2024, 125 (06)
  • [5] Applications of artificial intelligence in the field of oral and maxillofacial pathology: a systematic review and meta-analysis
    Abdul, Nishath Sayed
    Shivakumar, Ganiga Channaiah
    Sangappa, Sunila Bukanakere
    Di Blasio, Marco
    Crimi, Salvatore
    Cicciu, Marco
    Minervini, Giuseppe
    [J]. BMC ORAL HEALTH, 2024, 24 (01)
  • [6] Applications of artificial intelligence in the field of oral and maxillofacial pathology: a systematic review and meta-analysis
    Nishath Sayed Abdul
    Ganiga Channaiah Shivakumar
    Sunila Bukanakere Sangappa
    Marco Di Blasio
    Salvatore Crimi
    Marco Cicciù
    Giuseppe Minervini
    [J]. BMC Oral Health, 24
  • [7] Applications of Artificial Intelligence in Diagnosis of Dry Eye Disease: A Systematic Review and Meta-Analysis
    Heidari, Zahra
    Hashemi, Hassan
    Sotude, Danial
    Ebrahimi-Besheli, Kiana
    Khabazkhoob, Mehdi
    Soleimani, Mohammad
    Djalilian, Ali R.
    Yousefi, Siamak
    [J]. CORNEA, 2024, 43 (10) : 1310 - 1318
  • [8] Applications of artificial intelligence in orthopaedic surgery
    Farhadi, Faraz
    Barnes, Matthew R.
    Sugito, Harun R.
    Sin, Jessica M.
    Henderson, Eric R.
    Levy, Joshua J.
    [J]. FRONTIERS IN MEDICAL TECHNOLOGY, 2022, 4
  • [9] Artificial Intelligence in Fracture Detection: A Systematic Review and Meta-Analysis
    Kuo, Rachel Y. L.
    Harrison, Conrad
    Curran, Terry-Ann
    Jones, Benjamin
    Freethy, Alexander
    Cussons, David
    Stewart, Max
    Collins, Gary S.
    Furniss, Dominic
    [J]. RADIOLOGY, 2022, 304 (01) : 50 - 62
  • [10] Artificial intelligence in osteoarthritis detection: A systematic review and meta-analysis
    Mohammadi, Soheil
    Salehi, Mohammad Amin
    Jahanshahi, Ali
    Farahani, Mohammad Shahrabi
    Zakavi, Seyed Sina
    Behrouzieh, Sadra
    Gouravani, Mahdi
    Guermazi, Ali
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2024, 32 (03) : 241 - 253