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Editorial
. 2022 Feb;30(2):361-364.
doi: 10.1007/s00167-021-06741-2. Epub 2021 Sep 15.

Artificial intelligence and machine learning: an introduction for orthopaedic surgeons

R Kyle Martin  1 , Christophe Ley  2 , Ayoosh Pareek  3 , Andreas Groll  4 , Thomas Tischer  5 , Romain Seil  6
Affiliations
Editorial

Artificial intelligence and machine learning: an introduction for orthopaedic surgeons

R Kyle Martin et al. Knee Surg Sports Traumatol Arthrosc. 2022 Feb.

Abstract

The application of artificial intelligence (AI) and machine learning to the field of orthopaedic surgery is rapidly increasing. While this represents an important step in the advancement of our specialty, the concept of AI is rich with statistical jargon and techniques unfamiliar to many clinicians. This knowledge gap may limit the impact and potential of these novel techniques. We aim to narrow this gap in a way that is accessible for all orthopaedic surgeons. With this manuscript, we introduce the concept of AI and machine learning and give examples of how it can impact clinical practice and patient care.Level of evidence VI.

Keywords: Artificial intelligence; Machine learning; Orthopaedic surgery; Sports medicine.

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References

    1. Ardern CL, Ekås GR, Grindem H, Moksnes H, Anderson AF, Chotel F, Cohen M, Forssblad M, Ganley TJ, Feller JA, Karlsson J, Kocher MS, LaPrade RF, McNamee M, Mandelbaum B, Micheli L, Mohtadi N, Reider B, Roe J, Seil R, Siebold R, Silvers-Granelli HJ, Soligard T, Witvrouw E, Engebretsen L (2018) 2018 International Olympic Committee consensus statement on prevention, diagnosis and management of paediatric anterior cruciate ligament (ACL) injuries. Br J Sports Med 52:422–438 - DOI - PubMed
    1. Berwick DM (2003) Disseminating innovations in health care. JAMA 289:1969–1975 - DOI - PubMed
    1. Cabitza F, Locoro A, Banfi G (2018) Machine learning in orthopedics: a literature review. Front Bioeng Biotechnol 6:75 - DOI - PubMed - PMC
    1. Choi JW, Cho YJ, Lee S, Lee J, Lee S, Choi YH, Cheon J-E, Ha JY (2020) Using a dual-input convolutional neural network for automated detection of pediatric supracondylar fracture on conventional radiography. Investig Radiol 55:101–110 - DOI
    1. Collins GS, Reitsma JB, Altman DG, Moons KGM (2015) Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement. Ann Intern Med 162:55–63 - DOI - PubMed

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