Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations.
Philipp WendlandColin BirkenbihlMarc Gomez-FreixaMeemansa SoodMaik KschischoHolger FröhlichPublished in: npj Digit. Medicine (2022)
Keyphrases
- synthetic data
- ordinary differential equations
- mathematical modeling
- differential equations
- real world
- phase space
- dynamic systems
- numerical solution
- data sets
- numerical integration
- real image data
- mathematical models
- partial differential equations
- neural network
- multi modal
- real life
- biological systems
- multiresolution
- mathematical model
- gene regulatory networks
- high dimensional
- computer vision
- complex systems
- bayesian networks
- artificial intelligence