Abstract The WDHR (Western Denmark Heart Registry) is a seminational, multicenter-based
registry with longitudinal registration of detailed patient and procedure data since 1999. The …

Abstract Model calibration, critical to the success and safety of clinical prediction models,
deteriorates over time in response to the dynamic nature of clinical environments. To support …

Background: We aimed to develop and validate an automated machine learning (autoML)
prediction model for cardiac surgery-associated acute kidney injury (CSA-AKI). Methods …

Introduction: During the past decade, the mandatory population-based healthcare database,
the Western Denmark Heart Registry (WDHR), has provided the data for several research …

This study aims to construct a logistically derived additive score for predicting in-hospital
mortality risk in Chinese patients undergoing coronary artery bypass surgery (CABG). Data …

Background Emergency Medical Dispatchers make decisions based on limited information.
We aimed to investigate if adding demographic and hospitalization history information to the …

Introduction: European System for Cardiac Operative Risk Evaluation (EuroSCORE) is the
standard tool for risk stratification of patients undergoing cardiac surgery. Before using this …

Risk prediction models are increasingly employed in clinical environments to support
population health management, quality assessment, and clinical decision support tools …

Si bien la Estenosis Valvular Aórtica es una de las patologías valvulares más importantes
en la literatura médica y práctica clínica a nivel mundial, en Guatemala esta patología ha …

Integrating personalized risk predictions into clinical decision support requires well-
calibrated models, yet model accuracy deteriorates as patient populations shift …