Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression.
Zhaozhi QianWilliam R. ZameLucas M. FleurenPaul W. G. ElbersMihaela van der SchaarPublished in: NeurIPS (2021)
Keyphrases
- ordinary differential equations
- mathematical modeling
- disease progression
- differential equations
- dynamic systems
- neural network
- mathematical models
- numerical solution
- partial differential equations
- cross sectional
- experimental data
- dynamical systems
- management system
- boundary conditions
- artificial neural networks
- expert systems
- machine learning