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Special Issue Advanced Signal Processing in Intelligent Systems for Health Monitoring

机译:特刊用于健康监测的智能系统中的高级信号处理

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摘要

Recently, significant developments have been achieved in the field of artificial intelligence, in particular the introduction of deep learning technology that has improved the learning and prediction accuracy to unpresented levels, especially when dealing with big data and high-resolution images. Significant developments have occurred in the area of medical signal processing, measurement techniques, and health monitoring, such as vital biological signs for biomedical systems and noise and vibration of mechanical systems, which are carried out by instruments that generate large data sets. These big data sets, ultimately driven by high population growth, would require Artificial Intelligence techniques to analyse and model. In this Special Issue, papers are presented on the latest signal processing and deep learning techniques used for health monitoring of biomedical and mechanical systems.
机译:最近,在人工智能领域取得了重大进展,特别是深度学习技术的引入,该技术已将学习和预测精度提高到了无法呈现的水平,尤其是在处理大数据和高分辨率图像时。在医学信号处理,测量技术和健康监测领域,例如生物医学系统的重要生物体征以及机械系统的噪声和振动,已经取得了重大进展,这些是通过生成大量数据集的仪器来进行的。这些大数据集最终是由高人口增长驱动的,将需要人工智能技术进行分析和建模。在本期特刊中,将介绍有关用于生物医学和机械系统健康监测的最新信号处理和深度学习技术的论文。

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