"Quartile" screening method to analyze the relationship between HIS and "AEROS" in Japan.
Atmospheric pollution affects the health through complex mechanisms and to varying degrees. However, even by secondary usage of retrospective HIS and "AEROS" data, screening can be performed for specific ICD10 diseases caused by environmental factors. Our screening method showed good agreement with doctors' common knowledge on the relationship between atmospheric data and disease. Examples include the higher incidence of influenza at low temperatures and dry skin caused by low humidity, etc. We need to examine the method further in order to make it simpler, easier and more robust.
National Center for Global Health and Medicine.
Takayuki
T
Hoshino
Graduate School of Seigakuin University.
Nozomu
N
Matsubara
Aomori Public University.
Teruko
T
Ueda
System Information Partner CO., LTD.
Yuichi
Y
Hirayama
Department of Internal Medicine, Gohyakuyama Clinic.
Ayami
A
Hoshino
National Center for Global Health and Medicine.
Shiho
S
Takaoka
D000397:Air Pollution / Q000706:statistics & numerical data*; D002908:Chronic Disease / Q000453:epidemiology*; D057225:Data Mining / Q000379:methods; D057286:Electronic Health Records / Q000706:statistics & numerical data*; D004781:Environmental Exposure / Q000706:statistics & numerical data; D004784:Environmental Monitoring / Q000379:methods*; D006760:Hospitalization / Q000706:statistics & numerical data; D006801:Humans; D015994:Incidence; D007564:Japan / Q000453:epidemiology; D008403:Mass Screening / Q000379:methods*; D011159:Population Surveillance / Q000379:methods*; D018570:Risk Assessment / Q000379:methods; D014887:Weather