单位:[1]School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing 100191, China[2]Beijing Advanced Innovation Center for Big DataBased Precision Medicine, Beijing 100191, China[3]Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China首都医科大学附属安贞医院[4]The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing 100029, China[5]Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing 100029, China首都医科大学附属安贞医院[6]Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China首都医科大学附属北京友谊医院
Conventional ultrasound imaging presents the amplitude of scattering and reflecting signals by brightness whereas neglecting the spectral information. However, ultrasonic harmonic imaging demonstrated that ultrasonic signals carry abundant and various spectral information. In this research, we propose a spectrum enhanced colour ultrasound imaging method that elucidates ultrasonic spectral patterns in ultrasound images. First, continuous wavelet transform upon the ultrasound signals exhibited the spectra at various positions. Second, principal component analysis concentrated major information within the first dimensions. Third, the dataset was projected into the eigenspace, and the coordinates were colour-coded to make colour ultrasound images. The technique differentiated tissues based on their spectral patterns, which may lead to easy interpretation of ultrasound images, pioneering an advanced approach in the future. (C) 2019 Elsevier Ltd. All rights reserved.
基金:
Fundamental Research Funds for the Central UniversitiesFundamental Research Funds for the Central Universities; Natural Science Foundation of Beijing MunicipalityBeijing Natural Science Foundation [4182032]; National Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61901021]; National Science Foundation for Young Scientists of China [81501486]; Young Elite Scientists Sponsorship Program by CAST [2017QNRC001]
第一作者单位:[1]School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing 100191, China[2]Beijing Advanced Innovation Center for Big DataBased Precision Medicine, Beijing 100191, China
通讯作者:
通讯机构:[1]School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing 100191, China[2]Beijing Advanced Innovation Center for Big DataBased Precision Medicine, Beijing 100191, China[3]Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China[4]The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing 100029, China[5]Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing 100029, China
推荐引用方式(GB/T 7714):
Ma Jianguo,Wei Min,Xie Zhun,et al.Spectrum enhanced colour ultrasound (SECU) imaging[J].MEASUREMENT.2020,154:doi:10.1016/j.measurement.2019.107401.