Identification of Patient Ventilator Asynchrony in Physiological Data Through Integrating Machine-Learning.
Anthony StellErnesto C. CaparoZhe WangChenyang WangDavid BerlowitzMark HowardRichard O. SinnottUwe AickelinPublished in: BIOSTEC (2) (2024)
Keyphrases
- physiological data
- patient data
- intensive care
- machine learning
- intensive care unit
- clinical data
- physiological signals
- intraoperative
- temporal patterns
- health care
- heart rate
- knowledge acquisition
- multivariate time series
- medical data
- decision support
- classification trees
- decision support system
- computer assisted
- knowledge discovery
- association rule mining
- domain experts
- data mining