A ray-tracing ultrasound simulator is made end-to-end differentiable, allowing automatic optimization of scene and system parameters from image-space losses.
Ultrasound signal processing: From models to deep learning.Ultrasound in medicine & biology, 49(3):677–698, 2023
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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.