JACC Heart Failure
Ultrasound AI identified early heart failure in adults
For distinguishing early disease, the AI scored 0.77 versus 0.70 for a clinical score in 2,544 adults without diagnosed heart failure.For distinguishing early disease, the AI scored 0.77 versus 0.70 for a clinical score in 2,544 adults without diagnosed heart failure.

Cohort · 2,544 peopleBiomarkers
Who was studied2,544 community-dwelling adults without diagnosed heart failure
What changedAI distinguished early heart failure better than a clinical score, with discrimination scores of 0.77 versus 0.70
The catchEarly disease was a research-defined pattern rather than clinically diagnosed heart failure