Complete revascularisation is associated with higher mortality in STEMI patients with multivessel disease and shock defined by hyperlactatemia: Results from the Harefield Shock Registry incorporating explainable machine learning.
Alexander TindaleIoana CretuHongying MengVasileios PanoulasPublished in: European heart journal. Acute cardiovascular care (2023)
In patients presenting with STEMI and multi-vessel disease in shock defined solely by a lactate of ≥2 mmol/L, complete revascularisation is associated with higher mortality than culprit lesion-only PCI.
Keyphrases
- percutaneous coronary intervention
- st elevation myocardial infarction
- st segment elevation myocardial infarction
- machine learning
- cardiovascular events
- coronary artery disease
- acute myocardial infarction
- acute coronary syndrome
- coronary artery bypass grafting
- risk factors
- artificial intelligence
- cardiovascular disease
- heart failure
- big data
- deep learning