Department of Electronic Engineering, Sogang University, Seoul, Republic of Korea.
Department of Electronic Engineering, Sogang University, Seoul, Republic of Korea.
Ultrasound Med Biol. 2024 May;50(5):743-750. doi: 10.1016/j.ultrasmedbio.2024.02.001. Epub 2024 Feb 26.
An adaptive harmonic separation (HS) technique is proposed to overcome the limitations in conventional filtering techniques for ultrasound (US) tissue harmonic imaging (THI).
Based on expectation-maximization source separation, the proposed HS technique adaptively models the depth-varying fundamental and harmonic components in the frequency domain and separates the two by applying their calculated posterior probabilities. Phantom experiments with a Tx center frequency of 2 MHz are conducted to evaluate the proposed HS-based US THI schemes.
The phantom images show that the proposed single-pulse THI scheme utilizing the HS technique provides not only an average improvement of 19.2% in axial resolution compared to the conventional bandpass filtering scheme but also similar image quality to that of the conventional pulse-inversion (PI) scheme which requires two Tx/Rx sequences for each scan line. Furthermore, when combined with the PI technique, the HS technique provides a uniform axial resolution over the entire 170 mm imaging depth with an average improvement of 17.1% compared to the conventional PI scheme.
These results show that the proposed adaptive HS technique is capable of improving both the frame rate and the image quality of US THI.
提出一种自适应谐波分离(HS)技术,以克服传统滤波技术在超声(US)组织谐波成像(THI)中的局限性。
基于期望最大化源分离,所提出的 HS 技术在频域中自适应地对深度变化的基波和谐波分量进行建模,并通过应用它们的计算后验概率来分离这两个分量。采用中心频率为 2MHz 的 Tx 进行了体模实验,以评估基于 HS 的 US THI 方案。
体模图像显示,所提出的利用 HS 技术的单脉冲 THI 方案不仅比传统带通滤波方案在轴向分辨率上平均提高了 19.2%,而且与需要两个 Tx/Rx 序列的传统脉冲反转(PI)方案具有相似的图像质量。此外,当与 PI 技术结合使用时,HS 技术在整个 170mm 成像深度内提供了均匀的轴向分辨率,与传统的 PI 方案相比,平均提高了 17.1%。
这些结果表明,所提出的自适应 HS 技术能够提高 US THI 的帧率和图像质量。