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Identifying Coronary Artery Calcification on Non-gated Computed Tomography Scans
Published on: August 28, 2018
Association Between Automated Coronary Artery Calcium From Routine Chest Computed Tomography Scans and Cardiovascular
Subin Kim1,2, Seonji Kim1,2, Min Jae Cha3
1Department of Biomedical Systems Informatics (Subin Kim, Seonji Kim, S.C.Y.), Yonsei University College of Medicine, Seoul, Republic of Korea.
Background:
As cardiovascular disease (CVD) is the leading cause of noncancer mortality in colorectal or gastric cancer patients, it is essential to identify patients at increased CVD risk. Coronary artery calcium (CAC) is an established predictor of atherosclerotic CVD; however, its application is limited in this population. This study evaluates the association between automated CAC scoring using chest computed tomography and atherosclerotic CVD risk in colorectal or gastric cancer patients.
Methods:
A retrospective cohort study was conducted using electronic health records linked to claims data of colorectal or gastric cancer patients who underwent non-ECG-gated chest computed tomography at 2 tertiary hospitals in South Korea between 2011 and 2019. CAC was automatically quantified using deep learning software and used to classify patients into 4 groups (CAC=0, 0
Results:
A total of 3153 patients were included in this study (36.5% women; 36.3% CAC=0; 38.1% 0
Conclusions:
CAC>400 was associated with an increased risk of MACE compared with CAC=0 among colorectal or gastric cancer patients. CAC quantified on routine chest computed tomography scans provides prognostic information for atherosclerotic CVD risk in this population.
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