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IEEE Trans Med Imaging ; 43(8): 2988-3000, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38564345

RESUMEN

Ultrasound tomography is an emerging imaging modality that uses the transmission of ultrasound through tissue to reconstruct images of its mechanical properties. Initially, ray-based methods were used to reconstruct these images, but their inability to account for diffraction often resulted in poor resolution. Waveform inversion overcame this limitation, providing high-resolution images of the tissue. Most clinical implementations, often directed at breast cancer imaging, currently rely on a frequency-domain waveform inversion to reduce computation time. For ring arrays, ray tomography was long considered a necessary step prior to waveform inversion in order to avoid cycle skipping. However, in this paper, we demonstrate that frequency-domain waveform inversion can reliably reconstruct high-resolution images of sound speed and attenuation without relying on ray tomography to provide an initial model. We provide a detailed description of our frequency-domain waveform inversion algorithm with open-source code and data that we make publicly available.


Asunto(s)
Algoritmos , Procesamiento de Imagen Asistido por Computador , Fantasmas de Imagen , Ultrasonografía , Ultrasonografía/métodos , Procesamiento de Imagen Asistido por Computador/métodos , Humanos , Tomografía/métodos
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