Hypergraph-driven landmark detection foundation model on echocardiography for cardiac function quantification

Suyu Dong

doi:10.1016/j.patcog.2025.111927

2025-06-16

PRE

DOI：10.1016/j.patcog.2025.111927

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摘要

En 中文

• 基于超图的心脏超声图像标志点检测基础模型。 • 在包含超过10,000名患者的大型数据集上进行训练和评估。 • 通过标志点量化心脏功能，并具有强可解释性。 • ADH编码器整合动态系统与自适应超图进行图像建模。 • BHST解码器通过超图建模空间语义和时序连续性。

期刊

Pattern Recognition

IF:

7.6

论文数:

1.3W

被引数:

4.5W

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暂无机构信息

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