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局部纹理各向异性在超声成像中作为肌肉质量的一种评估方法

Local Texture Anisotropy as an Estimate of Muscle Quality in Ultrasound Imaging.

作者信息

Dubois Guillaume J R, Bachasson Damien, Lacourpaille Lilian, Benveniste Olivier, Hogrel Jean-Yves

机构信息

Institute of Myology, Paris, France.

Institute of Myology, Paris, France.

出版信息

Ultrasound Med Biol. 2018 May;44(5):1133-1140. doi: 10.1016/j.ultrasmedbio.2017.12.017. Epub 2018 Feb 7.

Abstract

This study introduces local pattern texture anisotropy as a novel parameter to differentiate healthy and disordered muscle and to gauge the severity of muscle impairments based on B-mode ultrasound images. Preliminary human results are also presented. A local pattern texture anisotropy index (TAI) was computed in one region of interest in the short head of the biceps brachii. The effects of gain settings and box sizes required for TAI computation were investigated. Between-day reliability was studied in patients with sporadic inclusion body myositis (n = 26). The ability of the TAI to discriminate dystrophic from healthy muscle was evaluated in patients with Duchenne muscular dystrophy and healthy controls (n = 16). TAI values were compared with a gray-scale index (GSI). TAI values were less influenced by gain settings than were GSI values. TAI had lower between-day variability (typical error = 2.3%) compared with GSI (typical error = 2.3% vs. 8.3%, respectively). Patients with Duchenne muscular dystrophy had lower TAIs than controls (0.76 ± 0.06 vs. 0.87 ± 0.03, respectively, p <0.05). At 40% gain, TAI values correlated with percentage predicted elbow flexor strength in inclusion body myositis (R = 0.63, p <0.001). The TAI may be a promising addition to other texture-based approaches for quantitative muscle ultrasound imaging.

摘要

本研究引入局部模式纹理各向异性作为一种新参数,用于区分健康肌肉和病变肌肉,并根据B型超声图像评估肌肉损伤的严重程度。还展示了初步的人体研究结果。在肱二头肌短头的一个感兴趣区域计算局部模式纹理各向异性指数(TAI)。研究了TAI计算所需的增益设置和框大小的影响。对散发性包涵体肌炎患者(n = 26)进行了日间可靠性研究。在杜兴氏肌营养不良症患者和健康对照者(n = 16)中评估了TAI区分营养不良肌肉和健康肌肉的能力。将TAI值与灰度指数(GSI)进行比较。与GSI值相比,TAI值受增益设置的影响较小。与GSI相比,TAI的日间变异性更低(典型误差分别为2.3%和8.3%)。杜兴氏肌营养不良症患者的TAI低于对照组(分别为0.76±0.06和0.87±0.03,p<0.05)。在40%增益时,TAI值与包涵体肌炎中预测的肘屈肌力量百分比相关(R = 0.63,p<0.001)。TAI可能是基于纹理的定量肌肉超声成像其他方法的一个有前景的补充。

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