Prediction of Coronary Artery Calcium and Cardiovascular Risk on Chest Radiographs Using Deep Learning

PURPOSE: To assess the ability of deep convolutional neural networks (DCNNs) to predict coronary artery calcium (CAC) and cardiovascular risk on chest radiographs. MATERIALS AND METHODS: In this retrospective study, 1689 radiographs in patients who underwent cardiac CT and chest radiography within t...

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Detaylı Bibliyografya
Yayımlandı:Radiol Cardiothorac Imaging
Asıl Yazarlar: Kamel, Peter I., Yi, Paul H., Sair, Haris I., Lin, Cheng Ting
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Radiological Society of North America 2021
Konular:
Original Research
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC8250412/
https://ncbi.nlm.nih.gov/pubmed/34235441
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryct.2021200486
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