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Shanhui Sun

Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation

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Mar 31, 2025
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DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models

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Mar 31, 2025
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Leveraging Diffusion Model and Image Foundation Model for Improved Correspondence Matching in Coronary Angiography

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Mar 31, 2025
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Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy

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Dec 23, 2024
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Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping

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Aug 28, 2024
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Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models

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Aug 16, 2024
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Federated Data Model

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Mar 13, 2024
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Spatiotemporal Diffusion Model with Paired Sampling for Accelerated Cardiac Cine MRI

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Mar 13, 2024
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Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI

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Mar 13, 2024
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Enhancing Cardiac MRI Segmentation via Classifier-Guided Two-Stage Network and All-Slice Information Fusion Transformer

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Sep 02, 2023
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