Enhancing Spatial Spread Prediction of Infectious Diseases through Integrating Multi-scale Human Mobility Dynamics

Author:

Tang Yinzhou1ORCID,Wang Huandong1ORCID,Li Yong1ORCID

Affiliation:

1. Tsinghua University, Beijing, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Young Elite Scientists Sponsorship Program by CIC

Publisher

ACM

Reference37 articles.

1. Prediction and analysis of COVID-19 positive cases using deep learning models: A descriptive case study of India

2. Macro-modelling and prediction of epidemic spread at community level

3. Andrew W Bartlow , Carrie Manore , Chonggang Xu , Kimberly A Kaufeld , Sara Del Valle , Amanda Ziemann, Geoffrey Fairchild, and Jeanne M Fair. 2019 . Forecasting zoonotic infectious disease response to climate change: mosquito vectors and a changing environment. Veterinary sciences 6, 2 (2019), 40. Andrew W Bartlow, Carrie Manore, Chonggang Xu, Kimberly A Kaufeld, Sara Del Valle, Amanda Ziemann, Geoffrey Fairchild, and Jeanne M Fair. 2019. Forecasting zoonotic infectious disease response to climate change: mosquito vectors and a changing environment. Veterinary sciences 6, 2 (2019), 40.

4. SIRSi compartmental model for COVID-19 pandemic with immunity loss

5. The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

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