A Machine Learning Case Study for AI-empowered echocardiography of Intensive Care Unit Patients in low- and middle-income countries.
Miguel XochicaleLouise ThwaitesSophie YacoubLuigi PisaniPhung Tran Huy NhatHamideh KerdegariAndrew KingAlberto GomezPublished in: CoRR (2022)
Keyphrases
- intensive care unit
- machine learning
- case study
- intensive care
- intensive care units
- decision support system
- artificial intelligence
- blood pressure
- cardiac surgery
- high risk
- medical data
- medical staff
- patient monitoring
- knowledge representation
- clinical data
- machine learning algorithms
- machine learning methods
- heart rate
- decision trees
- data mining
- expert systems
- case based reasoning
- medical knowledge
- inductive logic programming
- patient data
- decision support
- health care
- left ventricle
- knowledge acquisition
- logistic regression
- e government
- knowledge discovery
- statistical methods
- prognostic models
- data analysis
- real world