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October 16, 2025Open Access

DiffUS: Differentiable Ultrasound Rendering from Volumetric Imaging

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Innovative method synthesizes realistic B-mode images from MRI, suggesting improved surgical guidance.

DiffUS generates anatomically accurate ultrasound images, enhancing intraoperative guidance in surgery.
Evaluation on the ReMIND dataset shows effective synthesis of B-mode images from MRI data.
The method utilizes ray tracing and machine learning to simulate ultrasound beam propagation effectively.
Differentiable tensor operations in PyTorch allow gradient-based optimization for downstream applications.

Bertramo et al. (2025) studied this question.

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