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Updated: Jun 29, 2026

Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly
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VWV-SSL:通过序列结构相似性和增强一致性基于自主监督的学习,通过 Carotid 血管-壁-体积细分.

Ran Zhou, Furong Wang, Jing Ding

    IEEE journal of biomedical and health informatics
    |December 17, 2025
    PubMed
    概括

    一种新的自主监督学习 (SSL) 方法,VWV-SSL,改善了用于血管壁体积测量的3D带超声波细分. 这种方法需要更少的标记图像,使其有效地监测动脉样硬化进展.

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