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Updated: Feb 19, 2026

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视觉基础模型用于3D磁共振成像细分,分类和注册

Shansong Wang1, Mojtaba Safari1, Qiang Li1

  • 1Department of Radiation Oncology, Emory University School of Medicine, Atlanta, 30322, GA, USA.

Medical image analysis
|February 17, 2026
PubMed
概括

在3DMRI数据上预训练的视觉基础模型 (VFMs) 改善了细分,分类和注册任务. 新的VFMTriad通过利用最大的3DMRI预训练数据集来提高下游医学成像应用的性能.

关键词:
3D基础模型 3D基础模型分类 分类 分类 分类.磁共振成像技术 磁共振成像技术登记 登记 登记 登记 登记分段化 分段化 分段化 分段化自主监督学习学习在这里,SimMIMIM.

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