Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs.
Joshua Durso-FinleyBerardino BarileJean-Pierre R. FaletDouglas L. ArnoldNick PawlowskiTal ArbelPublished in: CoRR (2024)
Keyphrases
- location prediction
- prediction accuracy
- temporal information
- prediction algorithm
- outbreak detection
- temporal context
- network architecture
- prediction model
- spatio temporal
- bayesian networks
- liquid state machine
- neural network
- clinical studies
- temporal constraints
- probabilistic model
- diagnostic tool
- disease progression
- spatial and temporal
- motion trajectories
- motion patterns
- space time
- temporal data
- medical doctors
- prediction error
- trajectory data
- spike trains
- uncertain data
- generative model
- liver disease
- temporal reasoning