Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling.
Yu-Ying LiuAlexander MorenoMaxwell A. XuShuang LiJena C. McDanielNancy C. BradyAgata RozgaFuxin LiLe SongJames M. RehgPublished in: CoRR (2021)
Keyphrases
- hidden markov models
- efficient learning
- viterbi algorithm
- disease progression
- conditional random fields
- mathematical modeling
- discriminative training
- image processing
- mathematical model
- dynamical systems
- cross sectional
- approximate inference
- human brain
- artificial intelligence
- medical images
- active learning
- e learning