A New Medical Decision Support System for Diagnosing HFrEF and HFpEF Using ECG and Machine Learning Techniques.
Pinar Özen KavasMehmet Recep BozkurtÍbrahim KocayigitCahit BilginPublished in: IEEE Access (2022)
Keyphrases
- decision support system
- medical decision support systems
- decision support
- diagnostic process
- decision makers
- clinical decision support systems
- machine learning
- decision making
- intensive care
- management system
- case based reasoning
- data warehouse
- expert systems
- multicriteria decision making
- ecg signals
- machine learning methods
- medical domain
- decision process
- medical diagnosis
- real world
- monitoring system
- database
- medical imaging
- clinical trials
- early warning
- risk management
- knowledge elicitation
- clinical practice guidelines
- artificial intelligence
- medical data
- statistical methods
- model based diagnosis
- medical experts
- fuzzy sets
- damage assessment
- knowledge management
- agent based architecture