Department of Radiology & Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Dr. Molewaterplein 40, 3015 GD Rotterdam, the Netherlands.
Osteoarthritis Cartilage. 2022 Feb;30(2):226-236. doi: 10.1016/j.joca.2021.11.012. Epub 2021 Nov 24.
To provide a narrative review of original articles on imaging of osteoarthritis (OA) published between January 1, 2020 and March 31, 2021, with a special focus on imaging of inflammation, imaging of bone, cartilage and bone-cartilage interactions, imaging of peri-articular tissues, imaging scoring methods for OA, and artificial intelligence (AI) applied to OA imaging.
The Embase, Pubmed, Medline, Cochrane databases were searched for original research articles in the English language on human, in vivo, imaging of OA published between January 1, 2020 and March 31, 2021. Search terms related to osteoarthritis combined with all imaging modalities and artificial intelligence were applied. A selection of articles reporting on one of the focus topics was discussed further.
The search resulted in 651 articles, of which 214 were deemed relevant to human OA imaging. Among the articles included, the knee joint (69%) and magnetic resonance imaging (MRI) (52%) were the predominant anatomical area and imaging modality studied. There were also a substantial number of papers (n = 46) reporting on AI applications in the field of OA imaging.
Imaging continues to play an important role in the assessment of OA. Recent advances in OA imaging include quantitative, non-contrast, and hybrid imaging techniques for improved characterization of multiple tissue processes in OA. In addition, an increasing effort in AI techniques is undertaken to enhance OA imaging acquisition and analysis.
对 2020 年 1 月 1 日至 2021 年 3 月 31 日期间发表的有关骨关节炎(OA)影像学的原始文章进行叙述性综述,重点关注炎症影像学、骨影像学、软骨和骨软骨相互作用影像学、关节周围组织影像学、OA 影像学评分方法以及人工智能(AI)在 OA 影像学中的应用。
在 Embase、Pubmed、Medline 和 Cochrane 数据库中,以英文检索了 2020 年 1 月 1 日至 2021 年 3 月 31 日期间发表的有关人类 OA 影像学的原始研究文章。应用了与骨关节炎结合的所有影像学方式和人工智能相关的检索词。进一步讨论了选择报告一个或多个重点主题的文章。
检索结果为 651 篇文章,其中 214 篇被认为与人类 OA 影像学相关。纳入的文章中,膝关节(69%)和磁共振成像(MRI)(52%)是主要的解剖区域和影像学方式。还有相当数量的文章(n=46)报告了 OA 影像学领域的 AI 应用。
影像学在 OA 的评估中继续发挥重要作用。OA 影像学的最新进展包括定量、非对比和混合成像技术,以改善 OA 中多种组织过程的特征。此外,越来越多的人工智能技术被用于增强 OA 影像学的采集和分析。