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无监督特征选择驱动的积极学习,用于半监督的自动心电图分析.

Xiao Li, Yongkang Zhou, Songyang An

    IEEE journal of biomedical and health informatics
    |November 6, 2025
    PubMed
    概括

    本研究介绍了一种用于心电图 (ECG) 分析的自动化无监督主动特征选择性半监督学习 (UAFSSL) 框架. UAFSSL显著降低了注释成本,并提高了诸如心房动检测等任务的准确性.

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