Time series forecasting of Valley fever infection in Maricopa County, AZ using LSTMResearch in context

Time series forecasting of Valley fever infection in Maricopa County, AZ using LSTMResearch in context

Summary: Background: Coccidioidomycosis (CM), also known as Valley fever, is a respiratory infection. Recently, the number of confirmed cases of CM has been increasing. Precisely defining the influential factors and forecasting future infection can assist in public health messaging and treatment de...

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Bibliographic Details
Main Authors: Xueting Jin, Fangwu Wei, Srinivasa Srivatsav Kandala, Tejas Umesh, Kayleigh Steele, John N. Galgiani, Manfred D. Laubichler
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:The Lancet Regional Health. Americas
Subjects:
Coccidioidomycosis
Valley fever
Deep learning
LSTM
Time series forecasting
Online Access:http://www.sciencedirect.com/science/article/pii/S2667193X25000201
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