Diagnostic performance of deep learning-based vessel extraction and stenosis detection on coronary computed tomography angiography for coronary artery disease: a multi-reader multi-case study

Author:

Yang Wenjie,Chen Chihua,Yang Yanzhao,Chen Lei,Yang Changwei,Gong Lianggeng,Wang Jianing,Shi Feng,Wu Dijia,Yan FuhuaORCID

Funder

Natural Science Foundation of Shanghai

Publisher

Springer Science and Business Media LLC

Subject

Radiology, Nuclear Medicine and imaging,General Medicine

Reference36 articles.

1. Budoff MJ, Dowe D, Jollis JG, Gitter M, Sutherland J, Halamert E et al (2008) Diagnostic performance of 64-multidetector row coronary computed tomographic angiography for evaluation of coronary artery stenosis in individuals without known coronary artery disease: results from the prospective multicenter ACCURACY (assessment by coronary computed tomographic angiography of individuals undergoing invasive coronary angiography) trial. J Am Coll Cardiol 52:1724–1732. https://doi.org/10.1016/j.jacc.2008.07.031

2. Newby DE, Adamson PD, Berry C, Boon NA, Dweck MR, Flather M, Forbes J, Hunter A, Lewis S, MacLean S, Mills NL, Norrie J, Roditi G, Shah ASV, Timmis AD, van Beek EJR, Williams MC, SCOT-HEART Investigators (2018) Coronary CT angiography and 5-year risk of myocardial infarction. N Engl J Med 379(10):924–933. https://doi.org/10.1056/NEJMoa1805971

3. Adamson PD, Williams MC, Dweck MR, Mills NL, Boon NA, Daghem M, Bing R, Moss AJ, Mangion K, Flather M, Forbes J, Hunter A, Norrie J, Shah ASV, Timmis AD, van Beek EJR, Ahmadi AA, Leipsic J, Narula J, Newby DE, Roditi G, McAllister DA, Berry C (2019) Guiding therapy by coronary CT angiography improves outcomes in patients with stable chest pain. J Am Coll Cardiol 74(16):2058–2070. https://doi.org/10.1016/j.jacc.2019.07.085

4. Stehli J, Fuchs TA, Bull S, Clerc OF, Possner M, Buechel RR, Gaemperli O, Kaufmann PA (2014) Accuracy of coronary CT angiography using a submillisievert fraction of radiation exposure: comparison with invasive coronary angiography. J Am Coll Cardiol 64(8):772–780. https://doi.org/10.1016/j.jacc.2014.04.079

5. Layritz C, Schmid J, Achenbach S, Ulzheimer S, Wuest W, May M, Ropers D, Klinghammer L, Daniel WG, Pflederer T, Lell M (2014) Accuracy of prospectively ECG-triggered very low-dose coronary dual-source CT angiography using iterative reconstruction for the detection of coronary artery stenosis: comparison with invasive catheterization. Eur Heart J Cardiovasc Imaging 15(11):1238–1245. https://doi.org/10.1093/ehjci/jeu113

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