NeuralHMM: A Deep Markov Network for Health Risk Prediction using Electronic Health Records.
Yuxi LiuZhenhao ZhangShaowen QinPublished in: IJCNN (2023)
Keyphrases
- electronic health records
- markov networks
- clinical data
- health care
- health data
- health records
- graphical models
- maximum likelihood
- clinical trials
- health information technology
- belief propagation
- medical records
- health information
- first order logic
- medical data
- bayesian networks
- bayesian inference
- probabilistic model
- posterior probability
- conditional probabilities
- hidden variables
- patient data
- markov random field
- information overload
- conditional random fields
- decision support system
- information systems
- learning algorithm
- inductive logic programming
- information retrieval
- hidden markov models
- training data
- decision making