梯度矢量流(GVF)分割应用测量技术在二维经腹USG模态上前列腺体积测量的准确性

IF 0.7 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH International Journal of Migration Health and Social Care Pub Date : 2023-10-24 DOI:10.58860/ijsh.v2i10.107
Any Maryani, M.Choiroel Anwar, Bagus Abimanyu
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引用次数: 0

摘要

在放射学领域,评估前列腺的辅助检查包括x光检查、磁共振成像(MRI)和超声检查(USG)。在全世界进行的所有影像学检查中,估计约有25%使用超声波。本研究的总体目标是分析梯度矢量流(GVF)分割算法在二维超声图像上测量成人年龄组前列腺体积的设计。本研究创建了一个针对前列腺器官的梯度矢量流(Gradient Vector Flow, GVF)分割应用,用于计算前列腺体积的计算。通过创建梯度矢量流(Gradient Vector Flow, GVF)分割设计应用程序,对15张基于dicom的超声图像进行测试,在超声设备上使用卡尺测量和梯度矢量流分割应用程序测量和计算前列腺体积,从而进行RnD研究。测量由专家(超声医师)作为观察者进行,数据分析使用SPSS统计。用卡尺测量技术和梯度矢量流(GVF)分割法分析前列腺体积超声图像,p值近似为0.950 (>0.05)。用卡尺测量的梯度矢量流(GVF)的平均秩值为15.60,与卡尺测量的平均秩值为15.40有相似之处。GVF在经腹超声前列腺体积测量中的应用测量与卡尺测量类似,可以在边缘特征不清晰的物体上获得更准确的结果。然而,卡尺测量法可以更有效地使用。
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Accuracy of Prostate Volume Measurement on 2d Transabdominal USG Modality Using the Gradient Vector Flow (GVF) Segmentation Application Measurement Technique
In the field of radiology, supporting examinations to evaluate the prostate include examination with X-rays, Magnetic Resonance Imaging (MRI), and ultrasonography (USG). Of all imaging examinations that have been carried out throughout the world, it is estimated that around 25% use ultrasound. The general objective of this research is to analyze the design of the Gradient Vector Flow (GVF) segmentation algorithm on 2D ultrasound images to measure prostate volume in the adult age group. This study created a Gradient Vector Flow (GVF) segmentation application for the prostate organ to calculate the prostate volume calculation. RnD research with an experimental approach was carried out by creating a Gradient Vector Flow (GVF) segmentation design application, tested on 15 DICOM-based ultrasound images, measuring and calculating prostate volume using caliper measurement on ultrasound equipment and Gradient Vector Flow segmentation application. Measurements were made by an expert (sonographer) as an observer with data analysis using SPSS statistics. Analysis of ultrasound image of prostate volume using caliper measurement technique and Gradient Vector Flow (GVF) segmentation is similar to a p-value of 0.950 (> 0.05). Measurement with caliper measurements has similarities shown by the mean rank value of Gradient Vector Flow (GVF) of 15.60 with a mean rank value of caliper measurement of 15.40. GVF application measurement on transabdominal ultrasound prostate volume measurement is similar to caliper measurement and can be used to get more accurate results on objects with less clear edge characteristics. However, the caliper measurement method can be used more efficiently.
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来源期刊
International Journal of Migration Health and Social Care
International Journal of Migration Health and Social Care PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
1.30
自引率
0.00%
发文量
21
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