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 , JP

2 Graduate School of Science and Technology, Nara Institute of Science and Technology , Ikoma , JP

3 Data Science Center, Nara Institute of Science and Technology , Ikoma , JP

4 Musashikosugi Hospital, Nippon Medical School , Kawasaki , JP

5 Nippon Medical School Hospital, Nippon Medical School , Bunkyo , JP

Corresponding Author:

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