Rupp Marco-Christopher, Moser Lukas B, Hess Silvan, Angele Peter, Aurich Matthias, Dyrna Felix, Nehrer Stefan, Neubauer Markus, Pawelczyk Johannes, Izadpanah Kaywan, Zellner Johannes, Niemeyer Philipp
Sektion Sportorthopädie, Klinikum rechts der Isar Technische Universität München Munich Germany.
Steadman Philippon Research Institute Vail Colorado USA.
J Exp Orthop. 2024 Jul 6;11(3):e12080. doi: 10.1002/jeo2.12080. eCollection 2024 Jul.
The purpose of this study was to evaluate the perspective of orthopaedic surgeons on the impact of artificial intelligence (AI) and to evaluate the influence of experience, workplace setting and familiarity with digital solutions on views on AI.
Orthopaedic surgeons of the AGA Society for Arthroscopy and Joint Surgery were invited to participate in an online, cross-sectional survey designed to gather information on professional background, subjective AI knowledge, opinion on the future impact of AI, openness towards different applications of AI, and perceived advantages and disadvantages of AI. Subgroup analyses were performed to examine the influence of experience, workplace setting and openness towards digital solutions on perspectives towards AI.
Overall, 360 orthopaedic surgeons participated. The majority indicated average (43.6%) or rudimentary (38.1%) AI knowledge. Most (54.5%) expected AI to substantially influence orthopaedics within 5-10 years, predominantly as a complementary tool (91.1%). Preoperative planning (83.8%) was identified as the most likely clinical use case. A lack of consensus was observed regarding acceptable error levels. Time savings in preoperative planning (62.5%) and improved documentation (81%) were identified as notable advantages while declining skills of the next generation (64.5%) were rated as the most substantial drawback. There were significant differences in subjective AI knowledge depending on participants' experience ( = 0.021) and familiarity with digital solutions ( < 0.001), acceptable error levels depending on workplace setting ( = 0.004), and prediction of AI impact depending on familiarity with digital solutions ( < 0.001).
The majority of orthopaedic surgeons in this survey anticipated a notable positive impact of AI on their field, primarily as an assistive technology. A lack of consensus on acceptable error levels of AI and concerns about declining skills among future surgeons were observed.
Level IV, cross-sectional study.
本研究旨在评估骨科医生对人工智能(AI)影响的看法,并评估经验、工作场所环境以及对数字解决方案的熟悉程度对其AI观点的影响。
邀请AGA关节镜与关节外科学会的骨科医生参与一项在线横断面调查,该调查旨在收集有关专业背景、主观AI知识、对AI未来影响的看法、对AI不同应用的接受程度以及AI的 perceived 优缺点等信息。进行亚组分析以检验经验、工作场所环境以及对数字解决方案的接受程度对AI观点的影响。
总体而言,360名骨科医生参与了调查。大多数人表示AI知识为中等(43.6%)或基础(38.1%)水平。大多数人(54.5%)预计AI将在5至10年内对骨科产生重大影响,主要作为一种辅助工具(91.1%)。术前规划(83.8%)被确定为最可能的临床应用案例。在可接受的误差水平方面缺乏共识。术前规划节省时间(62.5%)和改善文档记录(81%)被确定为显著优点,而认为下一代技能下降(64.5%)是最主要的缺点。根据参与者的经验(P = 0.021)和对数字解决方案的熟悉程度(P < 0.001),主观AI知识存在显著差异;根据工作场所环境,可接受误差水平存在差异(P = 0.004);根据对数字解决方案的熟悉程度,对AI影响的预测存在差异(P < 0.001)。
本次调查中的大多数骨科医生预计AI将对其领域产生显著的积极影响,主要作为一种辅助技术。观察到在AI可接受误差水平上缺乏共识,以及对未来外科医生技能下降的担忧。
IV级,横断面研究。