Katie Palmer covers telehealth, clinical artificial intelligence, and the health data economy — with an emphasis on the impacts of digital health care for patients, providers, and businesses. You can reach Katie on Signal at palmer.01.

You’re reading Part 1 of Paying for AI, a series examining how new clinical artificial intelligence tools influence the affordability of health care and patients’ long-term health.

In a CT scan, coronary artery calcium shows up as distinct, bright pixels. It looks like salt in the pepper of the heart. The more calcium, the higher a patient’s risk of a heart attack. 

Often, a cardiologist looks for those bright spots on purpose: They’ll grab snapshots of the heart between beats, to get the clearest possible view of the coronary arteries. But calcium is also visible on zoomed-out chest CTs that aren’t synchronized with the heart. Every year, patients receive 19 million of those more general scans — to screen for lung cancer, or investigate a persistent cough — and an eagle-eyed radiologist can report any incidental calcium they spot.

But even as heart disease remains the top cause of death in the United States, an estimated 20% to 40% of that incidental calcium goes unreported. “We need to find more of these patients,” said Ami Bhatt, chair of the Food and Drug Administration’s Digital Health Advisory Committee and chief innovation officer of the American College of Cardiology. 

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