Long-term Major Adverse Cardiac Event Prediction by Computed Tomography-derived Plaque Measures and Clinical Parameters Using Machine Learning-Reference-Cited by-同舟云学术

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Long-term Major Adverse Cardiac Event Prediction by Computed Tomography-derived Plaque Measures and Clinical Parameters Using Machine Learning

Published:2024 Issue: Volume: Page:
ISSN:0918-2918
Container-title:Internal Medicine
language:en
Short-container-title:Intern. Med.

Author:

Wada Shinichi¹²,Sakuraba Makino³,Nakai Michikazu¹⁴,Suzuki Takayuki³,Miyamoto Yoshihiro¹,Noguchi Teruo⁵,Iwanaga Yoshitaka¹⁶

Affiliation:

1. Department of Medical and Health Information Management, National Cerebral and Cardiovascular Center, Japan

2. Department of Neurology, Kansai Electric Power Hospital, Japan

3. Technology Unit, AI Strategy Office, Softbank corporation, Japan

4. Clinical research support center, University of Miyazaki hospital, Japan

5. Department of Cardiology, National Cerebral and Cardiovascular Center, Japan

6. Department of Cardiology, Sakurabashi Watanabe Advanced Healthcare Hospital, Japan

Publisher

Japanese Society of Internal Medicine

Link

https://www.jstage.jst.go.jp/article/internalmedicine/advpub/0/advpub_3566-24/_pdf

Reference47 articles.

1. 1. Jousilahti P, Laatikainen T, Peltonen M, et al. Primary prevention and risk factor reduction in coronary heart disease mortality among working aged men and women in eastern Finland over 40 years: population based observational study. BMJ 352: i721, 2016.

2. 2. Blomstedt Y, Norberg M, Stenlund H, et al. Impact of a combined community and primary care prevention strategy on all-cause and cardiovascular mortality: a cohort analysis based on 1 million persons-years of follow-up in Vasterbotten Country, Sweden, during 1990-2006. BMJ open 5: e009651, 2015.

3. 3. Record NB, Onion DK, Prior RE, et al. Community-wide cardiovascular disease prevention programs and health outcomes in a rural country, 1970-2010. JAMA 313: 147-155, 2015.

4. 5. Nishimura K, Okamura T, Watanabe M, et al. Predicting coronary heart disease using risk factor categories for a Japanese urban population, and comparison with the Framingham risk score: the Suita study. J Atheroscler thromb 21: 784-798, 2014.

5. 6. Collins DR, Tompson AC, Onakpoya IJ, Roberts N, Ward AM, Heneghan CJ. Global cardiovascular risk assessment in the primary prevention of cardiovascular disease in adults: systematic review of systematic reviews. BMJ Open 7: e013650, 2017.

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