Loizou Christos P, Kasparis Takis, Lazarou Theodoros, Pattichis Constandinos S, Pantziaris Marios
Department of Computer Science, Intercollege, P.O. Box 51604, CY-3507 Limassol, Cyprus; Cyprus University of Technology, Department of Electrical, Computer Engineering and Informatics, Limassol, Cyprus.
Cyprus University of Technology, Department of Electrical, Computer Engineering and Informatics, Limassol, Cyprus.
Comput Biol Med. 2014 Oct;53:220-9. doi: 10.1016/j.compbiomed.2014.08.003. Epub 2014 Aug 12.
The objective of this study was to investigate differences in intima-media thickness (IMT) and diameter (D) measurements of the common carotid artery (CCA) in ultrasound imaging in normal subjects and renal failure disease (RFD) patients. Manual measurements by two experts and automated segmentation measurements (based on snakes and active contour models (ACM)) were carried out on 73 normal subjects, and 80 RFD patients. Statistical analysis was carried out using the Wilcoxon rank-sum test at p<0.05. Results demonstrated that the mean IMT and D measurements were significantly higher for the RFD group versus the normal group. Moreover, there was no significant difference between the manual and automated measurements. The ACM segmentation was slightly more accurate than segmentation based on snakes. Further work is needed to validate these findings on a larger group of subjects.
本研究的目的是调查正常受试者和肾衰竭疾病(RFD)患者在超声成像中颈总动脉(CCA)内膜中层厚度(IMT)和直径(D)测量值的差异。对73名正常受试者和80名RFD患者进行了两名专家的手动测量以及自动分割测量(基于蛇形模型和主动轮廓模型(ACM))。使用Wilcoxon秩和检验进行统计分析,p<0.05。结果表明,RFD组的平均IMT和D测量值显著高于正常组。此外,手动测量和自动测量之间没有显著差异。ACM分割比基于蛇形模型的分割稍准确一些。需要进一步开展工作,在更大规模的受试者群体中验证这些发现。