Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression.
Yu-Ying LiuShuang LiFuxin LiLe SongJames M. RehgPublished in: NIPS (2015)
Keyphrases
- hidden markov models
- efficient learning
- disease progression
- cross sectional
- prostate cancer
- clinical trials
- markov chain
- magnetic resonance images
- breast cancer
- blood vessels
- mathematical modeling
- learning algorithm
- conditional random fields
- sequential data
- state space
- baum welch
- dynamical systems
- decision support system
- pairwise
- three dimensional