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Deep Neural Network-Based Concentration Model for Oak Pollen Allergy Warning in South Korea

PURPOSE: Oak is the dominant tree species in Korea. Oak pollen has the highest sensitivity rate among all allergenic tree species in Korea. A deep neural network (DNN)-based estimation model was developed to determine the concentration of oak pollen and overcome the shortcomings of conventional regr...

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Bibliografiske detaljer
Udgivet i:Allergy Asthma Immunol Res
Main Authors: Seo, Yun Am, Kim, Kyu Rang, Cho, Changbum, Oh, Jae-Won, Kim, Tae Hee
Format: Artigo
Sprog:Inglês
Udgivet: The Korean Academy of Asthma, Allergy and Clinical Immunology; The Korean Academy of Pediatric Allergy and Respiratory Disease 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6875477/
https://ncbi.nlm.nih.gov/pubmed/31743971
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4168/aair.2020.12.1.149
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