Comparative Analysis of the Effectiveness of Riskometer Scales in Predicting the Risk of in-Hospital Mortality in Patients With ST-Segment Elevation Myocardial Infarction After Percutaneous Coronary Intervention.
B I GeltserK I ShahgeldyanI G DomzhalovN S KuksinV N KotelnikovE A KokarevPublished in: Kardiologiia (2024)
The GRACE, CADILLAC and TIMI-STe scales have advantages in the stratification accuracy of IHD risk in patients with STEMI after PCI compared to the PAMI and RECORD scales. The integrated ANN model that combines the prognostic resource of the five analyzed scales, had better quality criteria, and the stratification algorithm based on the data of this model was characterized by accurate identification of STEMI patients with high and very high risk of IHD after PCI.
Keyphrases
- st segment elevation myocardial infarction
- percutaneous coronary intervention
- st elevation myocardial infarction
- acute myocardial infarction
- acute coronary syndrome
- antiplatelet therapy
- coronary artery disease
- coronary artery bypass grafting
- coronary artery bypass
- randomized controlled trial
- atrial fibrillation
- systematic review
- machine learning
- deep learning
- high resolution
- left ventricular
- big data