Matches in SemOpenAlex for { <https://semopenalex.org/work/W2479323568> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2479323568 endingPage "1425" @default.
- W2479323568 startingPage "1415" @default.
- W2479323568 abstract "The links between low temperature and the incidence of disease have been studied by many researchers. What remains still unclear is the exact nature of the relation, especially the mechanism by which the change of weather effects on the onset of diseases. The existence of lag period between exposure to temperature and its effect on mortality may reflect the nature of the onset of diseases. Therefore, to assess lagged effects becomes potentially important. The most of studies on lags used the method by Lag-distributed Poisson Regression, and neglected extreme case as random noise to get correlations. In order to assess the lagged effect, we proposed a new approach, i.e., Hidden Markov Model by Self Organized Map (HMM by SOM) apart from well-known regression models. HMM by SOM includes the randomness in its nature and encompasses the extreme cases which were neglected by auto-regression models. The daily data of the number of patients transported by ambulance in Nagoya, Japan, were used. SOM was carried out to classify the meteorological elements into six classes. These classes were used as “states” of HMM. HMM was used to describe a background process which might produce the time series of the incidence of diseases. The background process was considered to change randomly weather states, classified by SOM. We estimated the lagged effects of weather change on the onset of both cerebral infarction and ischemic heart disease. This fact is potentially important in that if one could trace a path in the chain of events leading from temperature change to death, one might be able to prevent it and avert the fatal outcome." @default.
- W2479323568 created "2016-08-23" @default.
- W2479323568 creator A5060022814 @default.
- W2479323568 date "2016-01-01" @default.
- W2479323568 modified "2023-10-14" @default.
- W2479323568 title "Hidden Markov Models to Estimate the Lagged Effects of Weather on Stroke and Ischemic Heart Disease" @default.
- W2479323568 cites W1559075257 @default.
- W2479323568 cites W1994691849 @default.
- W2479323568 cites W2001118796 @default.
- W2479323568 cites W2015612632 @default.
- W2479323568 cites W2041482598 @default.
- W2479323568 cites W2093135704 @default.
- W2479323568 cites W2131316383 @default.
- W2479323568 cites W2135678136 @default.
- W2479323568 cites W2136609623 @default.
- W2479323568 cites W2158716814 @default.
- W2479323568 cites W2167235427 @default.
- W2479323568 cites W2170547362 @default.
- W2479323568 cites W2214801504 @default.
- W2479323568 cites W2323161418 @default.
- W2479323568 cites W2417540006 @default.
- W2479323568 cites W3147254695 @default.
- W2479323568 cites W65738273 @default.
- W2479323568 doi "https://doi.org/10.4236/am.2016.713122" @default.
- W2479323568 hasPublicationYear "2016" @default.
- W2479323568 type Work @default.
- W2479323568 sameAs 2479323568 @default.
- W2479323568 citedByCount "0" @default.
- W2479323568 crossrefType "journal-article" @default.
- W2479323568 hasAuthorship W2479323568A5060022814 @default.
- W2479323568 hasBestOaLocation W24793235681 @default.
- W2479323568 hasConcept C100906024 @default.
- W2479323568 hasConcept C105795698 @default.
- W2479323568 hasConcept C125112378 @default.
- W2479323568 hasConcept C126322002 @default.
- W2479323568 hasConcept C149782125 @default.
- W2479323568 hasConcept C152877465 @default.
- W2479323568 hasConcept C154945302 @default.
- W2479323568 hasConcept C23224414 @default.
- W2479323568 hasConcept C2779134260 @default.
- W2479323568 hasConcept C2908647359 @default.
- W2479323568 hasConcept C33923547 @default.
- W2479323568 hasConcept C41008148 @default.
- W2479323568 hasConcept C71924100 @default.
- W2479323568 hasConcept C73269764 @default.
- W2479323568 hasConcept C83546350 @default.
- W2479323568 hasConcept C99454951 @default.
- W2479323568 hasConceptScore W2479323568C100906024 @default.
- W2479323568 hasConceptScore W2479323568C105795698 @default.
- W2479323568 hasConceptScore W2479323568C125112378 @default.
- W2479323568 hasConceptScore W2479323568C126322002 @default.
- W2479323568 hasConceptScore W2479323568C149782125 @default.
- W2479323568 hasConceptScore W2479323568C152877465 @default.
- W2479323568 hasConceptScore W2479323568C154945302 @default.
- W2479323568 hasConceptScore W2479323568C23224414 @default.
- W2479323568 hasConceptScore W2479323568C2779134260 @default.
- W2479323568 hasConceptScore W2479323568C2908647359 @default.
- W2479323568 hasConceptScore W2479323568C33923547 @default.
- W2479323568 hasConceptScore W2479323568C41008148 @default.
- W2479323568 hasConceptScore W2479323568C71924100 @default.
- W2479323568 hasConceptScore W2479323568C73269764 @default.
- W2479323568 hasConceptScore W2479323568C83546350 @default.
- W2479323568 hasConceptScore W2479323568C99454951 @default.
- W2479323568 hasIssue "13" @default.
- W2479323568 hasLocation W24793235681 @default.
- W2479323568 hasOpenAccess W2479323568 @default.
- W2479323568 hasPrimaryLocation W24793235681 @default.
- W2479323568 hasRelatedWork W1849881158 @default.
- W2479323568 hasRelatedWork W2000744621 @default.
- W2479323568 hasRelatedWork W2055718413 @default.
- W2479323568 hasRelatedWork W2076873241 @default.
- W2479323568 hasRelatedWork W2116166733 @default.
- W2479323568 hasRelatedWork W2186253268 @default.
- W2479323568 hasRelatedWork W2415220469 @default.
- W2479323568 hasRelatedWork W2588621874 @default.
- W2479323568 hasRelatedWork W2626535600 @default.
- W2479323568 hasRelatedWork W2759839044 @default.
- W2479323568 hasVolume "07" @default.
- W2479323568 isParatext "false" @default.
- W2479323568 isRetracted "false" @default.
- W2479323568 magId "2479323568" @default.
- W2479323568 workType "article" @default.