Forecasting and analyzing influenza activity in Hebei Province, China, using a CNN-LSTM hybrid model

• Main Authors: Guofan Li (Author), Yan Li (Author), Guangyue Han (Author), Caixiao Jiang (Author), Minghao Geng (Author), Nana Guo (Author), Wentao Wu (Author), Shangze Liu (Author), Zhihuai Xing (Author), Xu Han (Author), Qi Li (Author)
• Format: Book
• Published: BMC, 2024-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Influenza, an acute infectious respiratory disease, presents a significant global health challenge. Accurate prediction of influenza activity is crucial for reducing its impact. Therefore, this study seeks to develop a hybrid Convolution Neural Network-Long Short Term Memory neur...