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评估CT-LEFAT标准用于治疗后头颈部淋巴水肿的观察者可靠性和诊断准确性:肿瘤学家人际评分者表现的前瞻性双盲对比分析

Evaluating Observer Reliability and Diagnostic Accuracy of CT-LEFAT Criteria for Post-Treatment Head and Neck Lymphedema: A Prospective Blinded Comparative Analysis of Oncologist Human Inter-Rater Performance.

出版信息

medRxiv. 2024 Sep 18:2024.09.17.24313809. doi: 10.1101/2024.09.17.24313809.

Abstract

BACKGROUND

Radiation-associated lymphedema and fibrosis (LEF) is a significant toxicity following radiation therapy (RT) for head and neck cancer (HNC) patients. Recently, the CT Lymphedema and Fibrosis Assessment Tool (CT-LEFAT) was developed to standardize LEF diagnosis through fat stranding visualized on CT. This study aims to evaluate the inter-observer reliability and diagnostic accuracy of the CT-LEFAT criteria.

MATERIALS AND METHODS

This study retrospectively evaluated 26 HNC patients treated with RT that received a minimum of two contrast-enhanced CT scans. Qualitative review was conducted by five physician raters to assess the fat stranding observed on CT according to the CT-LEFAT criteria. Fleiss' kappa analysis was used to assess the inter- and intra-rater reliability, and Receiver Operating Characteristic (ROC) Area Under the Curve (AUC) analysis was used to evaluate diagnostic accuracy.

RESULTS

The inter-rater reliability across the six CT-LEFAT regions generally indicated a slight to fair agreement across all raters (0.04 ≤ kappa ≤ 0.36). Intra-observer agreement was generally fair to moderate (overall kappa=0.44). The ROC AUC analysis varied based on aggregation method used (0.60 ≤ average AUC ≤ 0.70).

CONCLUSION

This specific use-case evaluating CT-LEFAT criteria displays limited performance. This suggests that additional materials, such as further training, refinement of imaging methods, or other processes may be required before achieving clinically-ready diagnostic performance of LEF diagnosis.

摘要

背景

放射性淋巴水肿和纤维化(LEF)是头颈部癌(HNC)患者放疗(RT)后的一种严重毒性反应。最近,CT淋巴水肿和纤维化评估工具(CT-LEFAT)被开发出来,以通过CT上显示的脂肪条索来标准化LEF诊断。本研究旨在评估CT-LEFAT标准的观察者间可靠性和诊断准确性。

材料与方法

本研究回顾性评估了26例接受放疗的HNC患者,这些患者至少接受了两次增强CT扫描。由五名医生评估者进行定性评估,以根据CT-LEFAT标准评估CT上观察到的脂肪条索。使用Fleiss' kappa分析来评估评估者间和评估者内的可靠性,并使用受试者工作特征(ROC)曲线下面积(AUC)分析来评估诊断准确性。

结果

在六个CT-LEFAT区域中,评估者间的可靠性总体表明所有评估者之间的一致性为轻微到中等(0.04≤kappa≤0.36)。评估者内一致性总体为中等至良好(总体kappa = 0.44)。ROC AUC分析因所使用的汇总方法而异(0.60≤平均AUC≤0.70)。

结论

这种评估CT-LEFAT标准的特定用例表现有限。这表明在实现LEF诊断的临床可用诊断性能之前,可能需要其他材料,如进一步培训、改进成像方法或其他流程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e8bf/11451822/cbb9021394a1/nihpp-2024.09.17.24313809v1-f0001.jpg

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