Patterns of left ventricular remodeling post-myocardial infarction, determinants, and outcome.
Damien LogeartYoann TailleGeneviève DerumeauxBarnabas GellenMarc SirolMichel GalinierFrançois RoubilleJean-Louis GeorgesJean-Noël TrochuJean-Marie LaunayNicolas VodovarChristophe BautersEric VicautJean-Jacques MercadierPublished in: Clinical research in cardiology : official journal of the German Cardiac Society (2024)
Despite early reperfusion and cardioprotective therapy, adverse LVR remains frequent after acute MI and is associated with a risk of death and HF. A machine learning approach identified and prioritized early variables that are associated with adverse LVR and which were mainly hemodynamic, combining LV volumes, estimates of systolic function, and afterload.
Keyphrases
- left ventricular
- heart failure
- machine learning
- acute myocardial infarction
- hypertrophic cardiomyopathy
- blood pressure
- cardiac resynchronization therapy
- mitral valve
- aortic stenosis
- big data
- emergency department
- artificial intelligence
- stem cells
- acute ischemic stroke
- acute coronary syndrome
- mesenchymal stem cells
- percutaneous coronary intervention
- blood brain barrier