A new AI tool analyzes texture changes in the fat around the heart on routine CT scans to predict a patient’s risk of heart failure up to five years before symptoms appear. Trained on over 72,000 scans from nine NHS Trusts, it reached 86% accuracy and identified a highest-risk group with a 20-fold greater chance of developing heart failure.