| Budget Amount *help |
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2020: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2019: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
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| Outline of Final Research Achievements |
In order to develop a technology that can be used to predict the epidemic of seasonal influenza using anti-influenza drugs and over-the-counter drugs including general drugs and non-pharmaceutical health products in the aquatic environment as molecular markers, the concentration levels and effluent loads of target pharmaceuticals in the wastewaters or river waters were clarified during the seasonal influenza epidemic season for three years. In addition, the long short-term memory (LSTM) network using the time-series data of the effluent loads of target pharmaceuticals suggested possibly to predict the transition of the epidemic situation of seasonal influenza.
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