Classification Algorithm to Distinguish Between Type 1 and Type 2 Myocardial Infarction in Administrative Claims Data.
Jason H WasfyMary PriceSharon-Lise T NormandJames L JanuzziCian P McCarthyJohn HsuPublished in: Circulation. Cardiovascular quality and outcomes (2024)
A simple classification algorithm appears to be able to differentiate between hospitalizations for T1MI and T2MI before and after the T2MI code was introduced. This could facilitate more accurate longitudinal assessments of acute myocardial infarction quality and outcomes.
Keyphrases
- deep learning
- machine learning
- acute myocardial infarction
- big data
- left ventricular
- artificial intelligence
- heart failure
- electronic health record
- percutaneous coronary intervention
- health insurance
- high resolution
- cross sectional
- neural network
- quality improvement
- adipose tissue
- metabolic syndrome
- insulin resistance
- weight loss