Recovering of the absorption parameter in acoustic tomography by two-stages data processing

Published: 09 Mar 2025, Last Modified: 09 Mar 2025MathAI 2025 OralEveryoneRevisionsBibTeXCC BY 4.0
Keywords: ultrasound tomography, inverse problem, machine learning, CNN, gradients
Abstract: This work is dedicated to the reconstruction of the acoustic parameters of the medium, in particular, the acoustic absorption, by using the pressure, registered , from the gradients calculated to solve the inverse problem. The spatial gradients and the target images of the medium density are interpreted as input and output images, respectively.
Submission Number: 31
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