Influenza time series prediction models in a megacity from 2010 to 2019: Based on seasonal autoregressive integrated moving average and deep learning hybrid prediction model

• Jin Yang,
• Liuyang Yang,
• Gang Li,
• Jing Du,
• Libing Ma,
• Ting Zhang,
• Xingxing Zhang,
• Jiao Yang,
• Luzhao Feng,
• Weizhong Yang,
• Chen Wang,
• Jing Ni

Affiliations

Jin Yang

1 Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong 510515, China

Liuyang Yang

2 School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China

Gang Li

4 Beijing Centre for Disease Prevention and Control, Beijing 100013, China

Jing Du

4 Beijing Centre for Disease Prevention and Control, Beijing 100013, China

Libing Ma

2 School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China

Ting Zhang

2 School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China

Xingxing Zhang

2 School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China

Jiao Yang

2 School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China

Luzhao Feng

2 School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China

Weizhong Yang

2 School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China

Chen Wang

2 School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China

Jing Ni