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Miao-Miao Zhang

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Open access Aug 2026

Geodesic-informed Generative Diffusion Model For Topology-preserved Image Video Generation

Experimental results demonstrate that IGG outperforms state-of-the-art image generation and editing models, producing realistic, high-quality images with preserved topology and fewer arti- facts.

Nian Wu, Nivetha Jayakumar, Jiarui Xing et al. · 0 citations
Preprint Aug 2026

Generative Brownian Bridge Diffusion In Motion Space For Enhanced Myocardial Strain Analysis

A novel Brownian bridge diffusion model in motion space is developed to learn the probabilistic mapping between standard CMR motion estimated from widely adopted registration methods and highly accurate motion provided by advanced strain imaging techniques.

Rishov Paul, Frederick H. Epstein, Miao-Miao Zhang · 0 citations

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