Development and comparison of predictive models for sexually transmitted diseases—AIDS, gonorrhea, and syphilis in China, 2011–2021

Development and comparison of predictive models for sexually transmitted diseases—AIDS, gonorrhea, and syphilis in China, 2011–2021

BackgroundAccurate incidence prediction of sexually transmitted diseases (STDs) is critical for early prevention and better government strategic planning. In this paper, four different forecasting models were presented to predict the incidence of AIDS, gonorrhea, and syphilis.MethodsThe annual perce...

Full description

Bibliographic Details
Main Authors: Zhixin Zhu, Xiaoxia Zhu, Yancen Zhan, Lanfang Gu, Liang Chen, Xiuyang Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Public Health
Subjects:
time series predictive models
sexually transmitted diseases
ARIMA
ERNN
ARIMA-ERNN
LSTM
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2022.966813/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2022.966813/full

Similar Items