炎性膝关节滑膜炎:加速 FLAIR 序列与标准对比增强成像的比较评估

IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Investigative Radiology Pub Date : 2024-08-01 Epub Date: 2024-02-08 DOI:10.1097/RLI.0000000000001065
Georg C Feuerriegel, Sophia S Goller, Constantin von Deuster, Reto Sutter
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引用次数: 0

摘要

研究目的本研究旨在评估带有脂肪饱和度(FS)的深度学习(DL)加速流体衰减反转恢复(FLAIR)序列对膝关节炎症性滑膜炎患者的诊断价值和准确性:回顾性纳入2023年1月至9月期间疑似膝关节滑膜炎患者。所有患者均接受了 3 T 膝关节磁共振成像,包括 DL 加速非对比 FLAIR FS 序列(采集时间:1 分 38 秒)和对比增强 (CE) T1 加权 FS 序列(采集时间:4 分 50 秒),后者作为参考标准。所有膝关节均由两名放射科医生使用半定量改良膝关节滑膜炎评分、渗出性滑膜炎评分和 Hoffa 炎症评分进行评分。诊断信心、图像质量和图像伪影分别采用李克特量表进行评分。半定量评分的比较采用 Wilcoxon 符号秩检验。使用 Cohen κ 计算读片者之间和读片者内部的再现性:研究共纳入 55 名患者(平均年龄为 52 ± 17 岁;28 名女性)。27名患者(49%)患有轻度至中度滑膜炎(滑膜炎评分 6-13 分),17 名患者(31%)患有重度滑膜炎(滑膜炎评分 >14)。有 11 名患者(20%)未发现滑膜炎迹象(滑膜炎评分结论):使用 DL 加速非对比 FLAIR FS 序列评估膝关节滑膜炎是可行的,其效果与 CE T1 加权 FS 成像相当。
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Inflammatory Knee Synovitis: Evaluation of an Accelerated FLAIR Sequence Compared With Standard Contrast-Enhanced Imaging.

Objectives: The aim of this study was to assess the diagnostic value and accuracy of a deep learning (DL)-accelerated fluid attenuated inversion recovery (FLAIR) sequence with fat saturation (FS) in patients with inflammatory synovitis of the knee.

Materials and methods: Patients with suspected knee synovitis were retrospectively included between January and September 2023. All patients underwent a 3 T knee magnetic resonance imaging including a DL-accelerated noncontrast FLAIR FS sequence (acquisition time: 1 minute 38 seconds) and a contrast-enhanced (CE) T1-weighted FS sequence (acquisition time: 4 minutes 50 seconds), which served as reference standard. All knees were scored by 2 radiologists using the semiquantitative modified knee synovitis score, effusion synovitis score, and Hoffa inflammation score. Diagnostic confidence, image quality, and image artifacts were rated on separate Likert scales. Wilcoxon signed rank test was used to compare the semiquantitative scores. Interreader and intrareader reproducibility were calculated using Cohen κ.

Results: Fifty-five patients (mean age, 52 ± 17 years; 28 females) were included in the study. Twenty-seven patients (49%) had mild to moderate synovitis (synovitis score 6-13), and 17 patients (31%) had severe synovitis (synovitis score >14). No signs of synovitis were detected in 11 patients (20%) (synovitis score <5). Semiquantitative assessment of the whole knee synovitis score showed no significant difference between the DL-accelerated FLAIR sequence and the CE T1-weighted sequence (mean FLAIR score: 10.69 ± 8.83, T1 turbo spin-echo FS: 10.74 ± 10.32; P = 0.521). Both interreader and intrareader reproducibility were excellent (range Cohen κ [0.82-0.96]).

Conclusions: Assessment of inflammatory knee synovitis using a DL-accelerated noncontrast FLAIR FS sequence was feasible and equivalent to CE T1-weighted FS imaging.

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来源期刊
Investigative Radiology
Investigative Radiology 医学-核医学
CiteScore
15.10
自引率
16.40%
发文量
188
审稿时长
4-8 weeks
期刊介绍: Investigative Radiology publishes original, peer-reviewed reports on clinical and laboratory investigations in diagnostic imaging, the diagnostic use of radioactive isotopes, computed tomography, positron emission tomography, magnetic resonance imaging, ultrasound, digital subtraction angiography, and related modalities. Emphasis is on early and timely publication. Primarily research-oriented, the journal also includes a wide variety of features of interest to clinical radiologists.
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