| 長柄 まりも | M, 2回目発表 | 数理情報学 | 池田 和司 | 金谷 重彦 | 久保 孝富 | 日永田 智絵 | Li Yuzhe |
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title: Analysis and prediction of alcohol intoxication stages based on heart rate variability
abstract: Alcohol intake sometimes causes a negative effect on mental function of the human. Many people are transported to hospitals for acute alcohol intoxication. Although there are several methods to measure an individual's level of alcohol intoxication, this study deals specifically with the relationship between heart rate variability (HRV) and alcohol intake. We will use a dataset of HRV and several neurological tests performed during alcohol intake, analyze them, and then test whether the degree of intoxication can be correlated with HRV. In the next step, the performance in neurological tests and the degree of alcohol intoxication will be predicted from the HRV using a machine learning approach. language of the presentation: Japanese | |||||||