Artificial Intelligence in the Diagnosis and Prognostication of the Musculoskeletal Patient.

IF 1.6 4区 医学 Q3 ORTHOPEDICS
Miguel M Girod, Sami Saniei, Marisa N Ulrich, Lainey G Bukowiec, Kellen L Mulford, Michael J Taunton, Cody C Wyles
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引用次数: 0

Abstract

As artificial intelligence (AI) advances in healthcare, encompassing robust applications for the diagnosis and prognostication of musculoskeletal diseases, clinicians must increasingly understand the implications of machine learning and deep learning in their practice. This review article explores computer vision algorithms and patient-specific, multimodal prediction models; provides a simple framework to guide discussion on the limitations of AI model development; and introduces the field of generative AI.

人工智能在肌肉骨骼患者诊断和预测中的应用。
随着人工智能(AI)在医疗保健领域的进步,包括在肌肉骨骼疾病的诊断和预测方面的强大应用,临床医生必须越来越多地了解机器学习和深度学习在他们的实践中的影响。这篇综述文章探讨了计算机视觉算法和针对患者的多模态预测模型;提供了一个简单的框架来指导关于人工智能模型开发局限性的讨论;并介绍了生成式人工智能领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Hss Journal
Hss Journal Medicine-Surgery
CiteScore
3.90
自引率
0.00%
发文量
42
期刊介绍: The HSS Journal is the Musculoskeletal Journal of Hospital for Special Surgery. The aim of the HSS Journal is to promote cutting edge research, clinical pathways, and state-of-the-art techniques that inform and facilitate the continuing education of the orthopaedic and musculoskeletal communities. HSS Journal publishes articles that offer contributions to the advancement of the knowledge of musculoskeletal diseases and encourages submission of manuscripts from all musculoskeletal disciplines.
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