Development, evaluation and validation of machine learning models to predict hospitalizations of patients with coronary artery disease within the next 12 months.
Andrey D. ErmakDenis V. GavrilovRoman E. NovitskiyAlexander V. GusevAnna E. AndreychenkoPublished in: Int. J. Medical Informatics (2024)
Keyphrases
- coronary artery disease
- machine learning models
- clinical setting
- myocardial perfusion
- cardiovascular disease
- machine learning approaches
- knowledge based systems
- clinical practice
- coronary artery
- support vector
- multi class
- image classification
- text classification
- machine learning algorithms
- predictive model
- diagnostic process