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Updated: Jun 11, 2025

Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health
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基德-PPG:知识为基础的深度学习,从智能手表中提取心率.

Christodoulos Kechris, Jonathan Dan, Jose Miranda

    IEEE transactions on bio-medical engineering
    |October 9, 2024
    PubMed
    概括

    这项研究介绍了KID-PPG,这是一种新的深度学习模型,通过整合专家知识来改进从光电脉学 (PPG) 信号中提取心率. 该模型显著提高了准确性,即使使用运动工件,也可以用于更好的生物医学应用.

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    Pulse rhythm01:30

    Pulse rhythm

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