Development of a Web Application for the Detection of Coronary Artery Calcium from Computed Tomography

Author:

Aguilera-Alvarez JuanORCID,Martínez-Nolasco JuanORCID,Olmos-Temois Sergio,Padilla-Medina JoséORCID,Sámano-Ortega VíctorORCID,Bravo-Sanchez MicaelORCID

Abstract

Coronary atherosclerosis is the most common form of cardiovascular diseases, which represent the leading global cause of mortality in the adult population. The amount of coronary artery calcium (CAC) is a robust predictor of this disease that can be measured using the medical workstations of computed tomography (CT) equipment or specialized tools included in commercial software for DICOM viewers, which is not available for all operating systems. This manuscript presents a web application that semiautomatically quantifies the amount of coronary artery calcium (CAC) on the basis of the coronary calcium score (CS) using the Agatston technique through digital image processing. To verify the correct functioning of this web application, 30 CTCSs were analyzed by a cardiologist and compared to those of commercial software (OsiriX DICOM Viewer).All the scans were correctly classified according to the cardiovascular event risk group, with an average error in the calculation of CS of 1.9% and a Pearson correlation coefficient r = 0.9997, with potential clinical application.

Publisher

MDPI AG

Subject

Fluid Flow and Transfer Processes,Computer Science Applications,Process Chemistry and Technology,General Engineering,Instrumentation,General Materials Science

Reference50 articles.

1. World Health Organization (2022, July 10). Cardiovascular Diseases. Fact Sheet. Available online: https://www.who.int/news-room/fact-sheets/detail/cardiovascular-diseases-(cvds).

2. Atherosclerosis;Lusis;Nature,2000

3. All-cause mortality in asymptomatic persons with extensive Agatston scores above 1000;Patel;J. Cardiovasc. Comput. Tomogr.,2014

4. Coronary Artery Calcium and Prevention Guidelines;Hecht;JACC Cardiovasc. Imaging,2020

5. Coronary Artery Calcium Score Combined With Framingham Score for Risk Prediction in Asymptomatic Individuals;Greenland;JAMA,2004

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3