Dynamic Bayesian network for predicting physiological changes, organ dysfunctions and mortality risk in critical trauma patients.
Qi ChenBihan TangJiaqi SongYing JiangXinxin ZhaoYiming RuanFangjie ZhaoGuosheng WuTao ChenJia HePublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- dynamic bayesian networks
- vital signs
- risk factors
- heart rate
- blood pressure
- high risk
- liver disease
- early diagnosis
- intensive care unit
- bayesian networks
- medical images
- clinical data
- approximate inference
- particle filtering
- intensive care
- structure learning
- risk assessment
- cardiovascular disease
- medical data
- state variables
- higher order
- reinforcement learning
- computer vision