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Machine learning based on biomarker profiles identifies distinct subgroups of heart failure with preserved ejection fraction 5-Year Outcomes Comparing Surgical Versus Transcatheter Aortic Valve Replacement in Patients With Chronic Kidney Disease 5-Year Outcomes of PCI Guided by Measurement of Instantaneous Wave-Free Ratio Versus Fractional Flow Reserve Role of intravascular ultrasound in patients with acute myocardial infarction undergoing percutaneous coronary intervention Benefit of switching dual antiplatelet therapy after acute coronary syndrome: the TOPIC (timing of platelet inhibition after acute coronary syndrome) randomized study Percutaneous Repair or Medical Treatment for Secondary Mitral Regurgitation: Outcomes at 2 years Gender Differences in Transfemoral Transcatheter Aortic Valve Replacement Effect of Intravascular Ultrasound-Guided vs Angiography-Guided Everolimus-Eluting Stent Implantation: The IVUS-XPL Randomized Clinical Trial

Original Research2021 Mar 2.

JOURNAL:Eur J Heart Fail. Article Link

Machine learning based on biomarker profiles identifies distinct subgroups of heart failure with preserved ejection fraction

RJ Woolley, D Ceelen, W Ouwerkerk et al. Keywords: HFpEF; biomarker; subgroup profile; cluster analysis

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