But we also recognize its limitations.
Calcium scoring identifies calcified plaque, yet it does not detect non-calcified, vulnerable plaque—the type that is often more unstable and more closely associated with acute coronary events.
Advances in imaging—and increasingly, artificial intelligence are helping us close that gap.
AI is rapidly transforming nearly every industry, and healthcare is no exception. In cardiovascular medicine, it is enhancing our ability to detect disease earlier, analyze complex data more precisely, and ultimately make better-informed clinical decisions.
One such innovation is 𝗖𝗹𝗲𝗲𝗿𝗹𝘆 𝗔𝗜, which uses coronary CT angiography combined with AI-driven analysis to provide a far more comprehensive assessment of coronary artery disease.
This technology allows us to better understand:
• Total plaque burden
• Plaque composition (calcified vs non-calcified)
• Distribution within the coronary tree
• Features associated with higher-risk lesions
This represents a meaningful step forward in our ability to detect and characterize coronary disease earlier and more precisely.
Regionally, Cardiology Consultants of Philadelphia (CCP) has been an early adopter of this technology.
I am proud to have a close working relationship with the CCP team, and together we collaborate on complex patients—integrating advanced imaging insights with surgical judgment to guide optimal care.
This type of partnership reflects where cardiovascular medicine is headed: More precise diagnostics with more collaborative decision-making, and a stronger focus on prevention before disease becomes symptomatic or catastrophic.
Calcium scoring remains an important starting point—but it is no longer the full story.
The future of heart care lies in seeing more, understanding more, and acting earlier.
Interested in my book? You can buy it on Amazon!
(𝘛𝘩𝘦 𝘷𝘪𝘦𝘸𝘴 𝘦𝘹𝘱𝘳𝘦𝘴𝘴𝘦𝘥 𝘪𝘯 𝘮𝘺 𝘱𝘰𝘴𝘵𝘴 𝘢𝘳𝘦 𝘮𝘺 𝘰𝘸𝘯 𝘢𝘯𝘥 𝘥𝘰 𝘯𝘰𝘵 𝘳𝘦𝘱𝘳𝘦𝘴𝘦𝘯𝘵 𝘵𝘩𝘦 𝘷𝘪𝘦𝘸𝘴 𝘰𝘧 𝘮𝘺 𝘦𝘮𝘱𝘭𝘰𝘺𝘦𝘳 𝘰𝘳 𝘢𝘯𝘺 𝘰𝘳𝘨𝘢𝘯𝘪𝘻𝘢𝘵𝘪𝘰𝘯.)
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GLP-1 Medications
I'm Dr. Raymond Singer, and today I want to talk to you about the new GLP-1 medications, drugs like semaglutide and terzepatide, and why they have become one of the most important advances in preventing heart disease. Now before I get started, I want to provide you...
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Featured
Pages
- Learn about heart valves. Heart Valves
- Read testimonials. Testimonials
- Did you know I have a consulting firm? Singer Heart/Lung Consulting
- Check out my TedTalk! Defining Success
Links
- Links page with more information about your heart. Links
- Dr. Adam Pick's Site: heart-valve-surgery.com
Questions? Comments?
Reach out to me here:
Not every day will offer clarity. Not every chapter will feel fair. But the light that guides us forward is often born in the very moments that test us the most.
Keep going. Keep believing. Your breakthrough may be closer than you think.
