基于优化特征保持策略的低剂量三维肝脏MDCT图像滤波效果分析

Jiehang Deng, Zheng Li, Z. Lv, Canhui Xiao
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引用次数: 0

摘要

肝脏多排计算机断层扫描(MDCT)图像的x射线暴露威胁着人类的健康。本文对局部平均的三维自适应中值滤波器进行了优化,以提高低剂量肝脏MDCT图像的图像质量。改进的策略是根据肝脏肿瘤的细微纹理设计的。滤波实验是基于不同剂量水平的幻像和一定剂量水平的临床肝脏图像。定性和定量评估表明,在不影响诊断图像质量的情况下,至少可以将x射线暴露减少到60%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Filtering Effects Based on Low Dose 3D Hepatic MDCT Images by Applying an Optimized Feature Preserving Strategy
The X-ray exposure of hepatic MDCT (Multidetector-Row Computed Tomography) images threatens human health. In this paper, the 3D adaptive median filter with local averaging is optimized to improve the image quality of low dose hepatic MDCT images. The modified strategy is designed according to the subtle texture of a hepatic tumor. Filtering experiments are based on phantom images with different dose levels and clinical hepatic ones with a certain dose level. Qualitative and quantitative evaluations show that the x-ray exposure can be reduced to 60% at least without compromising the quality of diagnostic images.
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