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肌肉成像中手动分割的可重复性。

Reproducibility of manual segmentation in muscle imaging.

机构信息

University of Pavia, Pavia, Italy.

Department of Neuroradiology, IRCCS Mondino Foundation, Pavia, Italy.

出版信息

Acta Myol. 2021 Sep 30;40(3):116-123. doi: 10.36185/2532-1900-052. eCollection 2021 Sep.

Abstract

PURPOSE

To assess the reproducibility of a manual muscle MRI segmentation method that follows a specific set of recommendations developed in our center.

MATERIALS AND METHODS

Nine healthy volunteers underwent a muscle MRI examination that included a TSE T2 sequence of the thighs. Muscle segmentation was performed by three operators: an expert operator (OP1) with 3 years of experience and two radiology residents (OP2 and 3) who were both given basic segmentation instructions, whereas only OP2 underwent additional supervised training from OP1. Intra- and inter-operator Dice similarity coefficient (DSC) was calculated.

RESULTS

OP1 showed the highest average intra-operator DSC values (0.885), whereas OP2 had higher average DSC (0.856) compared to OP3 (0.818). The highest inter-operator agreement was observed between Operators 1 and 2 (0.814) and the lowest between OP2 and OP3 (0.702). Confidence interval (CI) analysis showed that the most experienced operator also had the least variability in drawing the ROIs, whereas OP2 showed both higher intra-operator reproducibility compared to OP3 and higher inter-operator agreement with OP1. The muscles that showed the least reproducibility were the and the short head of the .

DISCUSSION

Following specific recommendations such as these ones derived from our single-center experience leads to an overall high reproducibility of manual muscle segmentation and is helpful in improving both intra-operator and inter-operator reproducibility in less experienced operators.

摘要

目的

评估一种遵循我们中心制定的特定建议的手动肌肉 MRI 分割方法的可重复性。

材料和方法

九名健康志愿者接受了大腿 MRI 检查,包括 TSE T2 序列。肌肉分割由三名操作员完成:一名具有 3 年经验的专家操作员 (OP1) 和两名放射科住院医师 (OP2 和 3),他们都接受了基本的分割指导,而只有 OP2 接受了来自 OP1 的额外监督培训。计算了内和操作员之间的 Dice 相似性系数 (DSC)。

结果

OP1 显示出最高的平均内操作员 DSC 值 (0.885),而 OP2 的平均 DSC (0.856) 高于 OP3 (0.818)。操作员 1 和 2 之间观察到最高的操作员间一致性 (0.814),而 OP2 和 OP3 之间观察到最低的一致性 (0.702)。置信区间 (CI) 分析表明,经验最丰富的操作员在绘制 ROI 时也具有最小的可变性,而 OP2 与 OP3 相比,显示出更高的内操作员可重复性,并且与 OP1 具有更高的操作员间一致性。可重复性最低的肌肉是 和短头 。

讨论

遵循这些源自我们单中心经验的特定建议会导致手动肌肉分割的整体高可重复性,并有助于提高经验较少的操作员的内操作员和操作员间可重复性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/883b/8489167/b433667b7cf5/am-2021-03-116-g001.jpg

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