Background: Few studies have incorporated echocardiography and laboratory data to predict clinical outcomes in heart failure with preserved ejection fraction (HFpEF).
Objectives: This study aimed to use machine learning to find predictors of heart failure (HF) hospitalization and cardiovascular (CV) death in HFpEF.
Methods: From the Chang Gung Research Database in Taiwan, 6,092 HFpEF patients (2,898 derivation, 3,194 validation) identified between 2008 and 2017 were followed until 2019.
Background: Dual antiplatelet therapy (DAPT) is the standard treatment for acute myocardial infarction (MI). This study aimed to investigate the use of DAPT and de-escalation after discharge in real-world practice among patients with acute MI undergoing percutaneous coronary intervention (PCI) in Taiwan.
Methods: Using the Taiwan National Health Insurance Research Database, we included patients who received PCI for acute MI and survived to discharge with DAPT from 2011 to 2021.
Objective: Hemodynamic monitoring via right heart catheterization (RHC) is critical for managing acute coronary syndrome (ACS) patients with heart failure or cardiogenic shock. However, the prognostic value of RHC-derived hemodynamic indices in ACS patients with left ventricular systolic dysfunction (LVSD) but without heart failure or shock remains uncertain.
Methods: A retrospective cohort study included 1151 consecutive ACS patients who underwent RHC during hospitalization from 2007 to 2016.