A novel machine-learning-based infection screening system via 2013-2017 seasonal influenza patients' vital signs as training datasets

J Infect. 2019 May;78(5):409-421. doi: 10.1016/j.jinf.2019.02.008. Epub 2019 Feb 22.

¹ Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo 191-0065, Japan; Machine Intelligence Laboratory, National University of Mongolia, Ulaanbaatar 14201, Mongolia. Electronic address: sumiyakhand-dagdanpurev@ed.tmu.ac.jp.
² Takasaka Clinic, Iwaki, Fukushima 973-8407, Japan.
³ Graduate school of Informatics and Engineering, University of Electro-Communications, Tokyo 182-8585, Japan.
⁴ Virus Research Center, Clinical Research Division, Sendai Medical Center, National Hospital Organization, Sendai 983-8520, Japan.
⁵ Machine Intelligence Laboratory, National University of Mongolia, Ulaanbaatar 14201, Mongolia.
⁶ Genkikai Yokohama Hospital, Yokohama 226-0013, Japan.
⁷ Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo 191-0065, Japan.

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