Shadow Reduction in Ultrasound Imaging Using Differentiable Simulation and Radiance Field Decomposition

Acoustic shadows from bone and other highly attenuating tissues obscure clinically important structures in ultrasound. In fetal brain imaging, skull-induced artefacts disproportionately degrade the hemisphere closer to the transducer (proximal), limiting symmetric assessment of the two hemispheres.