AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
TL;DR
Prediabetes was associated with a modestly increased risk of new-onset AF, particularly persistent AF, and was associated with HF development among individuals without established arrhythmia.
Findings highlight the differential prognostic utility of ADA and WHO/IEC criteria for arrhythmia risk stratification: the ADA criteria offer broader sensitivity for early detection, whereas the stricter WHO/IEC criteria identify a higher-risk subgroup warranting more intensive management.
The HF incidence was high, with approximately 1 in 20 individuals developing HF within 5 years after diagnosis of diabetes other than type 1, highlighting a notably high risk of developing HF soon after diabetes diagnosis.
A supervised machine learning algorithm for AF in a Western Pacific population was derived and demonstrated that higher risk was associated with hospitalisation for other cardio-renal diseases and death.
The findings are best interpreted as evidence of cardiovascular and multimorbidity complexity, not as proof of a COVID-specific, temporal, or causal AF–HF effect.
It is suggested that AF remains a risk factor for OHCA, even after adjustments for ischemic heart disease and heart failure, even after adjustments for ischemic heart disease and heart failure.
Larger LA size and worse LA function were associated with incident AF in both Black and White ARIC participants, however, these measures did not explain the lower AF incidence observed among Black participants.
We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.