Estimating mean trabecular bone spacing based on the combination of Hilbert transform and fundamenta

来源 :Science Foundation in China | 被引量 : 0次 | 上传用户:liongliong488
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Ultrasonic backscatter signals from cancellous bone are sensitive to the microstructure of trabecular bone,and thus enable the feasibility to extract microstructural information of trabecular bone.The mean trabecular bone spacing(MTBS)is an important parameter for characterizing bone microstructure.This paper proposes an MTBS estimation method based on the combination of Hilbert transform and fundamental frequency estimation(CHF). The CHF was verified with ultrasonic backscatter signals from simulations and in vitro measurements at a central frequency of 5MHz.The CHF method was compared with the simplified inverse filter tracking(SIFT)method,Simons’ Quadratic Transformation(QT)method,Singular Spectrum Analysis(SSA)method,and Spectral Autocorrelation(SAC)method.Monte-Carlo simulations were performed by varying the MTBS,signal-to-noise ratio(SNR),standard deviation of regular spacing(SDRS),amplitude ratio of diffuse scattering to regular scattering(Ad)and frequency dependent attenuation(nBUA).The simulation results showed that the CHF method had a better performance in MTBS estimation under almost all the examination conditions except for SNR.The estimation percentage correct(EPC)was greater than 90% when the MTBS was in the range of 0.4to 1.4mm.In the in vitro measurements,the estimated EPC by the CHF method was91.25±7.81%(mean±standard deviation).A significant correlation was observed for the CHF-estimated MTBS and micro-computed tomography(μ-CT)-measured values(R~2=0.75,p<0.01).These results demonstrate that the CHF method is anti-interference for MTBS estimation and can be used to estimate trabecular bone spacing. Ultrasonic backscatter signals from cancellous bone are sensitive to the microstructure of trabecular bone, and thus enable the feasibility to extract microstructural information of trabecular bone. The mean trabecular bone spacing (MTBS) is an important parameter for characterizing bone microstructure. This paper proposes an MTBS estimation method based on the combination of Hilbert transform and fundamental frequency estimation (CHF). The CHF was verified with ultrasonic backscatter signals from simulations and in vitro measurements at a central frequency of 5MHz. The CHF method was compared with the simplified inverse filter tracking ( SIFT) method, Simons’ Quadratic Transformation (QT) method, Singular Spectrum Analysis (SSA) method, and Spectral Autocorrelation (SAC) method. Monte- Carlo simulations were performed by varying the MTBS, signal-to-noise ratio standard deviation of regular spacing (SDRS), amplitude ratio of diffuse scattering to regular scattering (Ad) and frequency dependent attenuation ( The simulation results showed that the CHF method had a better performance in MTBS estimation under almost all the examination conditions except for SNR. The estimation percentage correct (EPC) was greater than 90% when the MTBS was in the range of 0.4 to 1.4mm.In the in vitro measurements, the estimated EPC by the CHF method was91.25 ± 7.81% (mean ± standard deviation). A significant correlation was observed for the CHF-estimated MTBS and micro-computed tomography (μ-CT) -measured values ​​(R ~ 2 = 0.75, p <0.01). These results demonstrate that the the CHF method is anti-interference for MTBS estimation and can be used to estimate trabecular bone spacing.
其他文献
春天来了,鸟儿们准备做窝下蛋繁衍后代.麻雀认为自己对做窝不太在行,于是就把窝做在泥墙的洞眼里,衔来软草羽毛,一个窝很快就做成了.喜鹊呢,认为自己是做窝的大师,于是就把窝
没错,这一次主动离开的人是沈西夏.路灯下,她行走的身影有些踉跄,像是一步一步踏出了他们共同经历的过去.终于,她可以丢掉从前在他面前小小的自卑,不用再为配得上他而故意虚
为了把洋芋有性杂交工作搞得更好,有目标的进行杂交,有方向的进行培育,有计划的进行选择,加快育种速度,现介绍几个比较好的洋芋亲本,供各地搞洋芋有性杂交时参考。一、“金
期刊
一場篮球锦标赛,甲乙两支球队对垒。自开赛以来,甲队虽一路拼杀,但形势越来越不容乐观,他们只有在这场比赛中赢对手7分,才能顺利出线。  比赛开始后,两队势均力敌,互有攻守,拼得非常凶,当比赛只剩下最后5秒钟时,甲队领先乙队2分。但是,甲队要想出线,必须再赢下5分。稍有篮球常识的人都知道,这是不可能完成的任务。因为即使用最短的时间投进三分球,而对手还有一次控球的机会,耗掉剩余几秒的时间简直易如反掌。乙
期刊
距离市区不远,有一户种花卖花的人家,满院子的花草,即使你不买,主人也会热情打招呼,像深交了多年的故人.闲时,喜欢去那里看看花花草草,闻闻花香,满腹的浊气顿消.忙于琐事,忽
期刊
极低频(Extremely Low Frequency,ELF)电磁场指频率在300Hz以下的电磁场,与我们日常生活关系极为密切,高压输电线以及工业生产、日常生活中电器所产生的电磁场(50-60 Hz)都属于此范