From the Journals

Video-based AI tool estimates LVEF from angiograms


 

FROM JAMA CARDIOLOGY

Potentially improved outcomes

In a comment, Alfonso H. Waller, MD, a member of the American College of Cardiology’s Imaging Council and director of cardiac imaging at New Jersey Medical School, Newark, said that, “at some centers, in patients presenting with an acute ST-segment elevation myocardial infarction, some argue that assessment of myocardial and valvular function with [left ventriculography] grams may provide important prognostic information and in part may help guide the management of the patient.

“Therefore, this novel approach may provide information that is not usually available without performing a classic LV gram ... [and] may lead to improved delivery of care, earlier therapies, and potentially improved outcomes and quality of life.”

If the technology is available in real time, “it could enable real-time, dynamic assessment of cardiac function during coronary angiography, which may be particularly helpful in acute STEMI cases where baseline cardiac function and renal function may be unknown and additional contrast may be detrimental,” he said.

However, patients who might benefit most from the technology are those with severely reduced LVEF, “and unfortunately, the LVEF may be overestimated in this group,” he said.

Dr. Waller also noted that the model was developed using echocardiograms obtained 3 months before or up to 1 month after the angiogram, during which time “LVEF may change significantly. Typically, if someone presents with an acute coronary syndrome, there can be myocardial stunning, which can lead to regional wall motion abnormalities and lowering of LVEF.”

The validation study is evaluating patients with acute coronary syndrome for whom an echocardiogram was performed within 48 hours of the angiogram, he added.

The study was supported by grants from the Fonds de la Recherche en Santé du Québec, the Montreal Heart Institute Research Centre, the Montreal Heart Institute Foundation, the Des Groseillers-Bérard Research Chair, the National Institutes of Health, and the Heart and Stroke Foundation of Ontario. Dr. Tison, Dr. Avram, and Dr. Waller disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

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