On-Site Computed Tomography-Derived Fractional Flow Reserve Using a Machine-Learning Algorithm ― Clinical Effectiveness in a Retrospective Multicenter Cohort ―

Author:

Kurata Akira1,Fukuyama Naoki12,Hirai Kuniaki13,Kawaguchi Naoto12,Tanabe Yuki1,Okayama Hideki4,Shigemi Susumu5,Watanabe Kouki5,Uetani Teruyoshi6,Ikeda Shuntaro6,Inaba Shinji7,Kido Teruhito1,Itoh Toshihide8,Mochizuki Teruhito19

Affiliation:

1. Department of Radiology, Ehime University Graduate School of Medicine

2. Department of Radiology, Ehime Prefectural Central Hospital

3. Department of Radiology, Saiseikai-Matsuyama Hospital

4. Department of Cardiology, Ehime Prefectural Central Hospital

5. Department of Cardiology, Saiseikai-Matsuyama Hospital

6. Department of Cardiology, Pulmonology, Hypertension & Nephrology, Ehime University Graduate School of Medicine

7. Department of Cardiology, Kitaishikai Hospital

8. Research and Collaboration, Siemens Healthcare

9. Department of Radiology, I.M. Sechenov First Moscow State Medical University

Publisher

Japanese Circulation Society

Subject

Cardiology and Cardiovascular Medicine,General Medicine

Reference34 articles.

1. 1. Yamagishi M, Tamaki N, Akasaka T, Ikeda T, Uemura S, Otsuji Y, et al. JCS 2018 guideline on diagnosis of chronic coronary heart diseases (in Japanese). http://www.j-circ.or.jp/guideline/pdf/JCS2018_yamagishi_tamaki.pdf (accessed March 2019).

2. 2. Wolk MJ, Bailey SR, Doherty JU, Douglas PS, Hendel RC, Kramer CM, et al. ACCF/AHA/ASE/ASNC/HFSA/HRS/SCAI/SCCT/SCMR/STS 2013 multimodality appropriate use criteria for the detection and risk assessment of stable ischemic heart disease: A report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, American Heart Association, American Society of Echocardiography, American Society of Nuclear Cardiology, Heart Failure Society of America, Heart Rhythm Society, Society for Cardiovascular Angiography and Interventions, Society of Cardiovascular Computed Tomography, Society for Cardiovascular Magnetic Resonance, and Society of Thoracic Surgeons. J Am Coll Cardiol 2014; 63: 380–406.

3. 3. Di Carli MF, Murthy VL. Cardiac PET/CT for the evaluation of known or suspected coronary artery disease. Radiographics 2011; 31: 1239–1254.

4. 4. Cury RC, Abbara S, Achenbach S, Agatston A, Berman DS, Budoff MJ, et al. CAD-RADS(TM) Coronary Artery Disease: Reporting and Data System. An expert consensus document of the Society of Cardiovascular Computed Tomography (SCCT), the American College of Radiology (ACR) and the North American Society for Cardiovascular Imaging (NASCI). Endorsed by the American College of Cardiology. J Cardiovasc Comput Tomogr 2016; 10: 269–281.

5. 5. Pijls NH, De Bruyne B, Peels K, Van Der Voort PH, Bonnier HJ, Bartunek J, et al. Measurement of fractional flow reserve to assess the functional severity of coronary-artery stenoses. N Engl J Med 1996; 334: 1703–1708.

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