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Cheng Ouyang

Federated Continual 3D Segmentation With Single-round Communication

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Mar 19, 2025
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MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning

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Feb 26, 2025
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Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs

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Feb 25, 2025
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SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation

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Nov 23, 2024
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Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis

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Sep 15, 2024
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Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics

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Jun 19, 2024
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Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere

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May 26, 2024
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A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts

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May 16, 2024
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The state-of-the-art in Cardiac MRI Reconstruction: Results of the CMRxRecon Challenge in MICCAI 2023

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Apr 01, 2024
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Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement

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Mar 11, 2024
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