使用香农 entropy 的皮层骨的超声波表征
Yasamin Karbalaeisadegh1, Shanshan Yao2, Yong Zhu1
1Department of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, NC, USA.
Ultrasound in medicine & biology
|May 27, 2023
概括
香农 Entropy通过分析超声波信号来量化材料中的微观结构变化. 这种方法显示出通过评估皮质骨毛孔性来诊断和监测骨质疏松症的潜力.
科学领域:
- 超声波物理学的超声波物理
- 生物材料科学是生物材料的科学.
- 医学成像医学成像
背景情况:
- 超声波背散信号提供了对异质媒体微观结构的洞察.
- 皮层骨中的孔散射超声波,影响信号特征.
研究的目的:
- 为了研究香农的实用性,以表征皮质多孔性.
- 评估香农作为微观结构评估的定量超声参数.
主要方法:
- 香农应用于聚二甲基西洛 (PDMS) 样本,其散射度得到控制.
- 在皮质骨模型上进行了数值模拟,具有不同的孔隙性参数.
- 分析了实验和模拟数据,以将与微观结构特征相关联.
主要成果:
- 孔径和孔隙度的增加与更高的香农度相关,表明信号随机性更大.
- 度显示出在PDMS中分散度的增加趋势,在较高度下平衡.
- 高衰减导致信号幅度和的降低;在透度>15%的骨样中观察到类似的趋势.
结论:
- 香农是敏感的微观结构变化散射和吸收介质.
- 这种技术对骨质疏松症的诊断和监测具有前途.
- 使用香农的定量超声分析为骨健康评估提供了一种新的方法.
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