Brain stroke detection using continuous wavelets transform matching filters

Samah Mustafa, A. Abbosh, B. Henin, D. Ireland
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引用次数: 22

Abstract

A computer-aided detection algorithm that is useful for diagnosing brain stroke is presented. Continuous Wavelet Transform matching filters is applied to identify the backscattered microwave signals from abnormal objects in the brain. The simulation results show that energy distribution of filters outputs in wavelets domain., in terms of time translation of correlation peak and range of scales in the estimated energy., is a promising candidate signature for diagnosing a hemorrhagic brain stroke. The simulation is done using an emulated head phantom., and two-dimensional finite-difference time-domain (FDTD).
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脑卒中检测使用连续小波变换匹配滤波器
提出了一种用于脑中风诊断的计算机辅助检测算法。采用连续小波变换匹配滤波器对脑内异常物体的后向散射微波信号进行识别。仿真结果表明,滤波器输出的能量分布在小波域中。,在估计能量的相关峰和尺度范围的时间平移。是诊断出血性脑中风的一个很有希望的候选特征。仿真是通过模拟头部幻影来完成的。,以及二维时域有限差分(FDTD)。
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