Artificial intelligence in shoulder and elbow surgery: overview of current and future applications

被引:2
|
作者
Levin, Jay M. [1 ]
Lorentz, Samuel G. [1 ]
Hurley, Eoghan T. [1 ]
Lee, Julia [2 ]
Throckmorton, Thomas W. [3 ]
Garrigues, Grant E. [4 ]
Macdonald, Peter [5 ,6 ]
Anakwenze, Oke [1 ]
Schoch, Bradley S. [7 ]
Klifto, Christopher [1 ]
机构
[1] Duke Univ, Med Ctr, Dept Orthopaed Surg, 200 Trent Dr, Durham, NC 27710 USA
[2] Sierra Pacific Orthoped, Dept Orthoped Surg, Fresno, CA USA
[3] Univ Tennessee, Dept Orthopaed Surg, Campbell Clin, Germantown, TN USA
[4] Midwest Orthopaed Rush, Chicago, IL USA
[5] Univ Manitoba, Sect Orthopaed Surg, Winnipeg, MB, Canada
[6] Univ Manitoba, Pan Clin, Winnipeg, MB, Canada
[7] Mayo Clin, Dept Orthoped Surg, Jacksonville, FL USA
关键词
Artificial intelligence; machine learning; deep learning; shoulder; elbow; neural network; shoulder arthroplasty; rotator cuff; INTRAOPERATIVE NAVIGATION; GLENOID COMPONENT; ARTHROPLASTY; ACCURACY; OUTCOMES; IMPACT;
D O I
10.1016/j.jse.2024.01.033
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
Artificial intelligence (AI) is amongst the most rapidly growing technologies in orthopedic surgery. With the exponential growth in healthcare data, computing power, and complex predictive algorithms, this technology is poised to aid providers in data processing and clinical decision support throughout the continuum of orthopedic care. Understanding the utility and limitations of this technology is vital to practicing orthopedic surgeons, as these applications will become more common place in everyday practice. AI has already demonstrated its utility in shoulder and elbow surgery for imaging -based diagnosis, predictive modeling of clinical outcomes, implant identification, and automated image segmentation. The future integration of AI and robotic surgery represents the largest potential application of AI in shoulder and elbow surgery with the potential for significant clinical and financial impact. This editorial's purpose is to summarize common AI terms, provide a framework to understand and interpret AI model results, and discuss current applications and future directions within shoulder and elbow surgery. Level of evidence: Level V; Review Article (c) 2024 Journal of Shoulder and Elbow Surgery Board of Trustees. All rights reserved.
引用
收藏
页码:1633 / 1641
页数:9
相关论文
共 50 条
  • [21] The Emergence of Artificial Intelligence in Cardiology: Current and Future Applications
    Kulkarni, Prashanth
    Mahadevappa, Manjappa
    Chilakamarri, Srikar
    CURRENT CARDIOLOGY REVIEWS, 2022, 18 (03)
  • [22] ARTIFICIAL INTELLIGENCE IN MODERN ORTHOPAEDICS Current and Future Applications
    Hui, Aaron T.
    Alvandi, Leila M.
    Eleswarapu, Ananth S.
    Fornari, Eric D.
    JBJS REVIEWS, 2022, 10 (10)
  • [23] Artificial Intelligence in Plastic Surgery: Advancements, Applications, and Future
    Duong, Tran Van
    Vy, Vu Pham Thao
    Hung, Truong Nguyen Khanh
    COSMETICS, 2024, 11 (04)
  • [24] Artificial Intelligence for Cardiothoracic Imaging: Overview of Current and Emerging Applications
    Hochhegger, Bruno
    Pasini, Romulo
    Carvalho, Alysson Roncally
    Rodrigues, Rosana
    Altmayer, Stephan
    Bittencourt, Leonardo Kayat
    Marchiori, Edson
    Forghani, Reza
    SEMINARS IN ROENTGENOLOGY, 2023, 58 (02) : 184 - 195
  • [25] Artificial Intelligence in Ophthalmic Surgery: Current Applications and Expectations
    Nuliqiman, Maimaiti
    Xu, Mingyu
    Sun, Yiming
    Cao, Jing
    Chen, Pengjie
    Gao, Qi
    Xu, Peifang
    Ye, Juan
    CLINICAL OPHTHALMOLOGY, 2023, 17 : 3499 - 3511
  • [26] Future of Further Training in Shoulder and Elbow Surgery
    Kraus-Spieckermann, Natascha
    OBERE EXTREMITAET-SCHULTER-ELLENBOGEN-HAND-UPPER EXTREMITY-SHOULDER ELBOW HAND, 2025, 20 (01):
  • [27] Current Applications and Future Perspectives of Artificial and Biomimetic Intelligence in Vascular Surgery and Peripheral Artery Disease
    Martelli, Eugenio
    Capoccia, Laura
    Di Francesco, Marco
    Cavallo, Eduardo
    Pezzulla, Maria Giulia
    Giudice, Giorgio
    Bauleo, Antonio
    Coppola, Giuseppe
    Panagrosso, Marco
    BIOMIMETICS, 2024, 9 (08)
  • [28] Current Applications and Future Implications of Artificial Intelligence in Spine Surgery and Research: A Narrative Review and Commentary
    Yahanda, Alexander T.
    Joseph, Karan
    Bui, Tim
    Greenberg, Jacob K.
    Ray, Wilson Z.
    Ogunlade, John I.
    Hafez, Daniel
    Pallotta, Nicholas A.
    Neuman, Brian J.
    Molina, Camilo A.
    GLOBAL SPINE JOURNAL, 2025, 15 (02) : 1445 - 1454
  • [29] Artificial intelligence in orthopedic surgery: current state and future perspective
    Han Xiao-Guang
    Tian Wei
    中华医学杂志英文版, 2019, 132 (21) : 2521 - 2523
  • [30] Artificial intelligence in plastic surgery: current developments and future perspectives
    Qin, Feng
    Gu, Jianying
    PLASTIC AND AESTHETIC RESEARCH, 2023, 10