ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations.
Asem AlaaErik MayerMauricio BarahonaPublished in: CoRR (2022)
Keyphrases
- ordinary differential equations
- mathematical modeling
- differential equations
- dynamic systems
- systems of ordinary differential equations
- numerical solution
- numerical integration
- mathematical models
- neural network
- partial differential equations
- dimensionality reduction
- low dimensional
- low order
- data integration
- state space
- biological systems
- data sets
- software engineering
- genetic regulatory networks
- feature vectors
- biologically inspired
- data model
- complex systems