Skull Phase Compensation Combined Full Waveform Inversion for Transcranial Thermoacoustic Imaging With a Real Human Skull Validated

IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology Pub Date : 2023-06-08 DOI:10.1109/JERM.2023.3281057
Shuang-Li Liu;Xin Shang;Wan-Ting Peng;Wei-Jia Wan;Jin-Bao Zhang
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Abstract

In recent years, cerebrovascular disease has become one of the leading causes of death among Chinese residents. Early detection of brain disease is, therefore, of great significance in reducing the risks to life and health. Thermoacoustic imaging has emerged as a promising technique for detecting brain disease, which meets the requirements of high penetration depth and real-time imaging in transcranial imaging. However, the acoustic characteristics of the skull can significantly impact the propagation of thermoacoustic signals, leading to attenuation and apparent phase difference, resulting in poor quality of reconstructed image and location deviation of symptom points. In this study, a skull phase compensated method combined full waveform inversion for transcranial thermoacoustic imaging is proposed. The adaptive positioning of skull is realized firstly by improving the W-AIC algorithm in thermoacoustic imaging to solve the phase difference problem and FWI technology is applied for reconstructing the intracranial SoS distribution. Numerical simulation of a human brain model and actual human skull experiments further verify the feasibility of this method in improving the quality of thermoacoustic images, thereby providing a reliable theoretical basis for the clinical application of transcranial thermoacoustic imaging.
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颅骨相位补偿联合全波形反演经颅热声成像与真人颅骨验证
近年来,脑血管疾病已成为我国居民死亡的主要原因之一。因此,早期发现脑部疾病对于减少生命和健康风险具有重要意义。热声成像满足经颅成像对高穿透深度和实时成像的要求,是一种很有前途的脑部疾病检测技术。然而,颅骨的声学特性会显著影响热声信号的传播,导致衰减和明显的相位差,从而导致重建图像质量差和症状点位置偏差。本研究提出了一种结合全波形反演的颅骨相位补偿方法用于经颅热声成像。首先对热声成像中的W-AIC算法进行改进,解决相位差问题,实现颅骨自适应定位,并应用FWI技术重建颅内SoS分布。人脑模型的数值模拟和实际人头骨实验进一步验证了该方法在提高热声成像质量方面的可行性,从而为经颅热声成像的临床应用提供了可靠的理论依据。
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CiteScore
5.80
自引率
9.40%
发文量
58
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Front Cover Table of Contents IEEE Journal of Electromagnetics, RF, and Microwaves in Medicine and Biology About this Journal IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology Publication Information Models of Melanoma Growth for Assessment of Microwave-Based Diagnostic Tools
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