A ray-tracing ultrasound simulator is made end-to-end differentiable, allowing automatic optimization of scene and system parameters from image-space losses.
Adaptive beamforming applied to medical ultrasound imaging.IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 54(8):1606–1613
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Fully Differentiable Ultrasound Simulation Utilizing Ray-Tracing
A ray-tracing ultrasound simulator is made end-to-end differentiable, allowing automatic optimization of scene and system parameters from image-space losses.