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.)
Recent Posts
The Power of Culture in Healthcare: Why Great Teams Deliver Better Care
In healthcare, metrics tell only part of the story. The culture behind a program shapes how people communicate, collaborate, hold one another accountable, and ultimately care for patients.
A Tiny Heart Tumor, a Stroke, and a Remarkable Recovery
After suffering a stroke with no clear source, Tayshia Hatcher was found to have a small tumor on her aortic valve. Surgeons removed the benign tumor, preserved her valve, and helped identify what was likely the source of her stroke. Six weeks after surgery, Tayshia reported no pain and no lasting effects from her stroke.
When Open Heart Surgery Is the Best Option
At 82 years old, Rachel Leister underwent triple valve open heart surgery after severe aortic and mitral valve stenosis caused significant shortness of breath. Six weeks later, she is pain-free, feeling great, and ready to get back to walking outdoors.
Your Heart Was Made to Move
What is the best exercise for your heart? There isn’t just one answer. Dr. Raymond Singer explains how aerobic exercise, strength training, flexibility, balance, and simple daily movement can all support cardiovascular health.
Can Sleep Affect Your Waistline?
We often think about diet and exercise when we talk about maintaining a healthy weight. But there may be a third piece of the puzzle: sleep. Dr. Raymond Singer explores how insufficient sleep can affect hunger, metabolism, cravings, abdominal fat, and cardiovascular health.
The Heart-Lung Machine: A Jefferson Legacy That Changed Medicine
More than 70 years ago, Jefferson surgeon and researcher John H. Gibbon Jr. helped make what once seemed impossible a reality: temporarily replacing the functions of the heart and lungs with a machine so surgeons could operate on a stopped heart.
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.
