2022
DOI: 10.3389/fpubh.2022.942543
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Predicting incidence of hepatitis E for thirteen cities in Jiangsu Province, China

Abstract: Hepatitis E has placed a heavy burden on China, especially in Jiangsu Province, so accurately predicting the incidence of hepatitis E benefits to alleviate the medical burden. In this paper, we propose a new attentive bidirectional long short-term memory network (denoted as BiLSTM–Attention) to predict the incidence of hepatitis E for all 13 cities in Jiangsu Province, China. Besides, we also explore the performance of adding meteorological factors and the Baidu (the most widely used Chinese search engine) ind… Show more

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Cited by 5 publications
(3 citation statements)
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“…affect other organs such as the brain and placenta (4). The main clinical symptoms include fever, anorexia, and jaundice (5). There are some reports that it could cause encephalitis and neuritis (4), and it could also cause the raise of maternal mortality rate (6), and premature delivery or abortion (7).…”
Section: Accepted Manuscriptmentioning
confidence: 99%
“…affect other organs such as the brain and placenta (4). The main clinical symptoms include fever, anorexia, and jaundice (5). There are some reports that it could cause encephalitis and neuritis (4), and it could also cause the raise of maternal mortality rate (6), and premature delivery or abortion (7).…”
Section: Accepted Manuscriptmentioning
confidence: 99%
“…Currently, the application of spatial analysis methods to explore the spatial-temporal clustering of various types of enteric infectious diseases has become a research hotspot. According to the literature, however, there is a lack of analysis of the prevalence and spatial-temporal clustering of HE within Jiangsu province, although it is a hotspot for HE incidence in China ( 19 ).…”
Section: Introductionmentioning
confidence: 99%
“…Using Baidu to search for medical information has become well-accepted habit among the majority of Chinese people. The online health information search behavior has been proven to help the general public access health education and understand prevention and treatment behaviors [15][16][17]. The query frequency of keywords for certain diseases could been highly correlated with the symptoms of the diseases that patients present or their treatment needs, providing the real disease characteristics, as well as the instant medical demand trend of the population [15,18].…”
Section: Introductionmentioning
confidence: 99%