End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning

End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning

Conventional scoring and identification methods for coronary artery calcium (CAC) and aortic calcium (AC) result in information loss from the original image and can be time-consuming. In this study, we sought to demonstrate an end-to-end deep learning model as an alternative to the conventional meth...

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Bibliographic Details
Main Authors: Gurpreet Singh, Subhi J. Al’Aref, Benjamin C. Lee, Jing Kai Lee, Swee Yaw Tan, Fay Y. Lin, Hyuk-Jae Chang, Leslee J. Shaw, Lohendran Baskaran, on behalf of the CREDENCE and ICONIC Investigators
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Diagnostics
Subjects:
coronary artery calcium
deep learning
machine learning
Online Access:https://www.mdpi.com/2075-4418/11/2/215

Internet

https://www.mdpi.com/2075-4418/11/2/215

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