Conditional Neural ODE Processes for Individual Disease Progression Forecasting: A Case Study on COVID-19

Author:

Dang Ting1ORCID,Han Jing1ORCID,Xia Tong1ORCID,Bondareva Erika1ORCID,Siegele-Brown Chloë2ORCID,Chauhan Jagmohan2ORCID,Grammenos Andreas1ORCID,Spathis Dimitris1ORCID,Cicuta Pietro1ORCID,Mascolo Cecilia1ORCID

Affiliation:

1. University of Cambridge, Cambridge, United Kingdom

2. University of Southampton, Southampton, United Kingdom

Funder

ERC

Publisher

ACM

Reference48 articles.

1. Neural ordinary differential equations for ecological and evolutionary time‐series analysis

2. George EP Box , Gwilym M Jenkins , Gregory C Reinsel , and Greta M Ljung . 2015. Time series analysis: forecasting and control . John Wiley & Sons . George EP Box, Gwilym M Jenkins, Gregory C Reinsel, and Greta M Ljung. 2015. Time series analysis: forecasting and control. John Wiley & Sons.

3. Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data

4. Zhengping Che Sanjay Purushotham Kyunghyun Cho David Sontag and Yan Liu. 2018. Recurrent neural networks for multivariate time series with missing values. Scientific reports 8 1 1--12. Zhengping Che Sanjay Purushotham Kyunghyun Cho David Sontag and Yan Liu. 2018. Recurrent neural networks for multivariate time series with missing values. Scientific reports 8 1 1--12.

5. Ricky TQ Chen Yulia Rubanova Jesse Bettencourt and David Duvenaud. 2018. Neural ordinary differential equations. arXiv preprint arXiv:1806.07366. Ricky TQ Chen Yulia Rubanova Jesse Bettencourt and David Duvenaud. 2018. Neural ordinary differential equations. arXiv preprint arXiv:1806.07366.

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