Causal Relationships Among Pollen Counts, Tweet Numbers, and Patient Numbers for Seasonal Allergic Rhinitis Surveillance: Retrospective Analysis
Causal Relationships Among Pollen Counts, Tweet Numbers, and Patient Numbers for Seasonal Allergic Rhinitis Surveillance: Retrospective Analysis
Shoko Wakamiya
1, 2, 3
, PhD ;
Shoji Matsune
4
, MD, PhD ;
Kimihiro Okubo
5
, MD, PhD ;
Eiji Aramaki
1, 2, 3
, PhD
1
Institute for Research Initiatives, Nara Institute of Science and Technology, Ikoma, Japan
2
Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, Japan
3
Data Science Center, Nara Institute of Science and Technology, Ikoma, Japan
4
Musashikosugi Hospital, Nippon Medical School, Kawasaki, Japan
5
Nippon Medical School Hospital, Nippon Medical School, Bunkyo, Japan
Corresponding Author:
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Shoko Wakamiya, PhD
-
Institute for Research Initiatives
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Nara Institute of Science and Technology
-
8916-5 Takayama-cho
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Ikoma, 630-0192
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Japan
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Phone:
81 743726053
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Fax: 81 743726065
-
Email: wakamiya@is.naist.jp