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首页> 外文会议>IEEE Global Conference on Life Sciences and Technologies >Mental States Estimation Using ECG Affected by Mood Change During Imagining the Near Future
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Mental States Estimation Using ECG Affected by Mood Change During Imagining the Near Future

机译：在想象不久的将来期间，使用心电图影响的心理状态估计

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The purpose of this study is mental states estimation for preventing mental illness. Then, we focus on ECG affected by mood change during imagining the near future. We measure ECG during imagining the near future and define the four levels of mental states. We extract features in the ECG based on heart rate variability analysis and estimate the mental states using Support Vector Machine (SVM). Experimental results suggest that the features of HF might well be affected by mood change and the best SVM using the features get F-measure of 0.48. The result indicates the effectiveness of using ECG affected by mood change during imagining the near future for mental states estimation.
机译：本研究的目的是预防精神疾病的精神状态。然后，我们专注于在想象不久的将来的情绪变化影响的心电图。在想象不久的将来并定义四个级别的心理状态期间，我们测量心电图。我们基于心率可变性分析提取ECG中的特征，并使用支持向量机（SVM）估计精神状态。实验结果表明，HF的特征可能会受到情绪变化的影响和使用功能的最佳SVM获得0.48的F-Measure。结果表明，在想象近期未来的心理状态估计期间，使用心电图影响的ECG的有效性。

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