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纹理分析在直肠癌评估中的应用:T2WI 与弥散加权成像的比较。

Texture Analysis in the Assessment of Rectal Cancer: Comparison of T2WI and Diffusion-Weighted Imaging.

机构信息

Department of General Surgery, Changshu No. 1 People's Hospital, Changshu, 215500 Jiangsu Province, China.

Department of Gastroenterology, Changshu No. 1 People's Hospital, Changshu, 215500 Jiangsu Province, China.

出版信息

Comput Math Methods Med. 2021 Sep 15;2021:9976440. doi: 10.1155/2021/9976440. eCollection 2021.

Abstract

Texture analysis (TA) techniques derived from T2-weighted imaging (T2WI) and apparent diffusion coefficient (ADC) maps of rectal cancer can both achieve good diagnosis performance. This study was to compare TA from T2WI and ADC maps between different pathological T and N stages to confirm which TA analysis is better in diagnosis performance. 146 patients were enrolled in this study. Tumor TA was performed on every patient's T2WI and ADC maps, respectively; then, skewness, kurtosis, uniformity, entropy, energy, inertia, and correlation were calculated. Our results demonstrated that those significant different parameters derived from T2WI had better diagnostic performance than those from ADC maps in differentiating pT3b-4 and pN1-2 stage tumors. In particular, the energy derived from T2WI was an optimal parameter for diagnostic efficiency. High-resolution T2WI plays a key point in the local stage of rectal cancer; thus, TA derived from T2WI may be a more useful tool to aid radiologists and surgeons in selecting treatment.

摘要

纹理分析(TA)技术源自直肠肿瘤的 T2 加权成像(T2WI)和表观扩散系数(ADC)图,可以实现良好的诊断性能。本研究旨在比较 T2WI 和 ADC 图之间不同病理 T 和 N 期的 TA,以确定哪种 TA 分析在诊断性能方面更好。本研究纳入了 146 名患者。分别对每位患者的 T2WI 和 ADC 图进行肿瘤 TA 分析,然后计算偏度、峰度、均匀性、熵、能量、惯性和相关性。我们的结果表明,在区分 pT3b-4 和 pN1-2 期肿瘤方面,来自 T2WI 的显著不同的参数具有比来自 ADC 图更好的诊断性能。特别是,来自 T2WI 的能量是诊断效率的最佳参数。高分辨率 T2WI 在直肠肿瘤的局部阶段起着关键作用;因此,来自 T2WI 的 TA 可能是一种更有用的工具,可帮助放射科医生和外科医生选择治疗方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b565/8457990/3d8e2a56ff64/CMMM2021-9976440.001.jpg

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