Health
Researchers develop AI to predict heart attack risk with one X-ray
The number of heart attack cases is increasing year by year and is one of the leading causes of death worldwide. The World Health Organization has announced that cardiovascular disease (CVD) claims 17.9 million lives each year.
During such a period, a study presented at the Radiological Society of North America (RSNA) showed that artificial intelligence could detect patient susceptibility. heart attack Stroke in just one x-ray.
The National Cancer Institute in the United States is studying a technique called CXR-CVD Risk. It aims to predict the risk of heart attacks and strokes using just one x-ray of her.
A model developed by researchers has the ability to predict the 10-year probability of dying from a heart attack or stroke caused by atherosclerotic cardiovascular disease.
A second independent cohort of approximately 11,430 outpatients was also used, according to bgr.com. chest x-ray As such, they could be eligible for statin therapy, a type of preventive medicine that reduces the risk of heart attacks.
“Our deep learning model offers a potential solution for population-based opportunistic screening of cardiovascular disease risk using existing chest radiographs,” said the study’s lead author, Massachusetts. said Jakob Weiss, M.D., Ph.D., a radiologist at the State Cardiovascular Imaging Research Center. General Hospital and his AI in Medicine program at Boston’s Brigham and Women’s Hospital. “This type of screening can be used to identify individuals who would benefit from statin treatment but are not currently on treatment.”
Current guidelines recommend estimating 10-year risks of major adverse cardiovascular disease events to determine who should receive statins for primary prevention.
This risk is calculated using atherosclerosis Cardiovascular disease (ASCVD) Statistical models that consider risk score, age, gender, race, systolic blood pressure, hypertension treatment, smoking, type 2 diabetes, blood tests, and many other variables. Statins are recommended for patients with a 10-year risk of 7.5% or greater.
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