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"Bad News, You're Older Than Suspected": Can Deep Learning Estimate Biological Age From Chest Radiographs?

Manish Motwani1

  • 1Manchester Heart Centre, Manchester Royal Infirmary, Manchester University NHS Foundation Trust, Manchester, United Kingdom; and the Institute of Cardiovascular Science, University of Manchester, Manchester, United Kingdom.

JACC. Cardiovascular Imaging
|April 18, 2021
PubMed
Abstract

No abstract available in PubMed .

Keywords:
biological agecardiovascular risk predictionchest radiographsdeep learning

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The most common cardiovascular diagnostic test is an X-ray. It produces images of the heart, blood vessels, and adjacent structures.
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An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
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