Diffusion Models

合成数据驱动的扩散模型用于血管腔内介入引导

基于 SOFA 的高保真手术仿真生成合成训练数据,驱动扩散模型规划血管腔内导管轨迹,克服真实数据稀缺问题。

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Liu Yue
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Synthetic-Data-Driven Diffusion Models for Endovascular Intervention Guidance featured image

Synthetic-Data-Driven Diffusion Models for Endovascular Intervention Guidance

High-fidelity SOFA-based surgical simulation generates synthetic training data for a diffusion model that plans endovascular catheter trajectories, overcoming real-data scarcity.

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Liu Yue
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