Published on in Vol 21, No 2 (2019): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/10450, first published .
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

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:

  • Shoko Wakamiya, PhD
  • Institute for Research Initiatives
  • Nara Institute of Science and Technology
  • 8916-5 Takayama-cho
  • Ikoma, 630-0192
  • Japan
  • Phone: 81 743726053
  • Fax: 81 743726065
  • Email: wakamiya@is.naist.jp