Medical Inpatient Journey Modeling and Clustering: A Bayesian Hidden Markov Model Based Approach.
Zhengxing HuangWei DongFei WangHuilong DuanPublished in: AMIA (2015)
Keyphrases
- hidden markov models
- clustering algorithm
- linear dynamical systems
- markov models
- markov model
- speech recognition
- k means
- sequential data
- conditional random fields
- dynamic probabilistic networks
- viterbi algorithm
- continuous hidden markov models
- discriminative training
- hidden state
- gesture recognition
- maximum entropy
- health care
- bayesian inference
- posterior probability
- closed form
- hidden states
- random effects
- model selection
- maximum likelihood