AI model flags advanced heart failure earlier using routine ultrasound data
Researchers have trained an artificial intelligence model to extract warning signs of advanced heart failure from routine echocardiogram videos, flagging disease progression years before conventional diagnostic methods catch it. The work, validated across multiple hospital systems and ultrasound equipment vendors, points to a future where a standard cardiac ultrasound exam doubles as an early-detection screen … Read more