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Beyond Stenosis: How Carotid Plaque Calcification Patterns on CTA Predict Stroke Risk
Posted inCardiology Neurology news

Beyond Stenosis: How Carotid Plaque Calcification Patterns on CTA Predict Stroke Risk

Posted by By MedXY 08/22/2026
This study reveals that the characteristics of carotid plaque calcifications on CTA scans correlate with stroke symptoms beyond traditional stenosis severity, offering improved risk stratification for carotid artery disease.
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Harnessing Machine Learning to Predict High-Risk Coronary Artery Disease: Insights from the SCOT-HEART Trial
Posted inAI Cardiology Specialties

Harnessing Machine Learning to Predict High-Risk Coronary Artery Disease: Insights from the SCOT-HEART Trial

Posted by By MedXY 09/14/2025
Machine learning models trained on clinical data improve prediction of coronary artery disease on CT scans compared to traditional risk scores, potentially guiding better resource utilization in cardiovascular care.
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  • Carotid Artery Stenting Emerges as a Proven Adjunct to Intensive Medical Therapy in Stroke Prevention: Insights from CREST-2
  • Korsakoff Syndrome: Clinical Profiles, Brain Imaging Insights, and Mortality Risks in a Large Cohort
  • IVIG Plus Prednisone Enhances Recovery in Newly Diagnosed Idiopathic Inflammatory Myopathies: Insights from a Randomized Clinical Trial
  • Differential Physical Activity Responses to Diabetes Risk Reduction Interventions According to Prediabetes Phenotype: Insights from Pooled Randomized Controlled Trials
  • Social Inequalities in Gestational Diabetes: Insights from a Nationwide Swedish Cohort Study
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