This program is cosponsored by the American Society of Echocardiography (ASE) and Wake Forest University School of Medicine in collaboration with the Mayo Clinic and is designed for sonographers, echocardiographers, and clinical cardiologists who interpret cardiovascular ultrasound. Topics include quantitative echocardiography; valvular and ischemic heart disease; stress echocardiography; advances in imaging in coronary disease; and state-of-the-art and clinical applications of transesophageal echocardiogram, 3D echo, cardiac resynchronization therapy, and contrast-enhanced echocardiography.
4th Annual The Beat Goes On
Sep 30th, 2009Oct 3rd, 2009
Orlando, FL
US
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![A normal mammogram confirmed by three-year radiologic follow-up illustrates reader-marked regions of interest (ROIs) during (A) unaided (round 1) and (B) artificial intelligence (AI)–assisted (round 2) reading. Each colored dot represents an ROI for recall by a human reader. Readers could mark more than one ROI per case, represented by multiple dots of the same color. During AI-assisted reading, the AI system displayed three visible prompts: two with suspicion of malignancy scores of 35% (left mediolateral oblique [L MLO] and craniocaudal [L CC]) and one with a suspicion of malignancy score of 10% (right craniocaudal [R CC]), shown as polygonal overlays. Without AI, six of 10 readers (60%) marked a false-positive ROI. With AI assistance, this fell to two of 10 (20%). R MLO = right mediolateral oblique.](https://img.auntminnie.com/mindful/smg/workspaces/default/uploads/2026/07/2026-07-14-radiology-mammogram-ai-auto-bias.H0bYO8QlWs.jpg?auto=format%2Ccompress&fit=crop&h=112&q=70&w=112)




