首页|基于傅里叶环相关测量超声微血管图像整体分辨率的可行性

基于傅里叶环相关测量超声微血管图像整体分辨率的可行性

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目的 观察基于傅里叶环相关(FRC)测量超声微血管图像整体分辨率的可行性.方法 先后对1例疑诊肝血管瘤患者的肝脏超声造影(CEUS)图像(数据集1)进行奇异值分解(SVD)滤波(数据集2)及Frangi滤波处理(数据集3);分别于其中各选3个ROI,绘制其信号-强度曲线,利用半峰全宽(FWHM)法测量其局部分辨率.将上述数据集均拆分为奇数帧与偶数帧2组子集,通过快速傅里叶变换将其转换为频率域并生成FRC曲线,计算图像整体分辨率.结果 数据集1、2、3 CEUS图像信噪比(SNR)分别为(19.94±2.33)、(30.36±0.78)及(69.52±16.38)dB,局部分辨率分别为(4.07±9.82)、(1.53±0.04)及(1.27±0.06)mm,均依次逐渐增高(P均<0.05);其整体分辨率分别为2.07、0.91及0.51 mm.结论 基于FRC测量超声微血管图像整体分辨率具有可行性.
Feasibility of Fourier ring correlation for measuring overall resolution of ultrasonic microvascular images
Objective To observe the feasibility of Fourier ring correlation(FRC)for measuring the overall resolution of ultrasonic microvascular images.Methods Liver contrast-enhanced ultrasound(CEUS)images of 1 patient with suspected hepatic hemangioma(dataset 1)were processed with singular value decomposition(SVD)filter(dataset 2)and Frangi filter(dataset 3),respectively.Three ROI were selected on CEUS image in each dataset,and the signal-intensity curves were drawn,and local resolution of CEUS image in each dataset was measured using full width at half maxima(FWHM)method.Then the above datasets were divided into odd frame subset and even frame subset,respectively,which were converted into frequency domain using fast Fourier transform.FRC curves were generated to calculate the overall resolution of each kind images.Results The signal-to-noise ratio(SNR)of CEUS images in dataset 1,2,3 was(19.94±2.33),(30.36±0.78)and(69.52±16.38)dB,respectively,the local resolution was(4.07±9.82),(1.53±0.04)and(1.27±0.06)mm,both successively increased(all P<0.05).The overall resolution of CEUS images in dataset 1,2,3 was 2.07,0.91 and 0.51 mm,respectively.Conclusion FRC was feasible for measuring the overall resolution of ultrasonic microvascular images.

hemangiomaultrasonographyimage qualitymicrovascular imagesFourier ring correlation

胡海曼、雷雨蒙、余靖、叶华容、鄢华、张舸

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武汉亚洲心脏病医院心血管内科,湖北武汉 430022

华润武钢总医院超声医学科,湖北 武汉 430080

湖北工业大学电气与电子工程学院,湖北 武汉 430068

血管瘤 超声检查 图像质量 微血管成像 傅里叶环相关

湖北省自然科学基金青年项目

2023AFB289

2024

中国医学影像技术
中国科学院声学研究所

中国医学影像技术

CSTPCD北大核心
影响因子:0.763
ISSN:1003-3289
年,卷(期):2024.40(9)