Polar map-free 3D deep learning algorithm to predict obstructive coronary artery disease with myocardial perfusion CZT-SPECT

Author:

Ko Chi-Lun,Lin Shau-Syuan,Huang Cheng-Wen,Chang Yu-Hui,Ko Kuan-Yin,Cheng Mei-Fang,Wang Shan-Ying,Chen Chung-Ming,Wu Yen-WenORCID

Funder

Ministry of Science and Technology, Taiwan

Far Eastern Memorial Hospital

Publisher

Springer Science and Business Media LLC

Subject

Radiology, Nuclear Medicine and imaging,General Medicine,Radiology, Nuclear Medicine and imaging,General Medicine

Reference34 articles.

1. Hsu PY, Lee WJ, Cheng MF, Yen RF, Tzen KY, Wu YW. The incremental diagnostic performance of coronary computed tomography angiography added to myocardial perfusion imaging in patients with intermediate-to-high cardiovascular risk. Acta Cardiol Sin. 2016;32:145–55. https://doi.org/10.6515/acs20150707a.

2. Liu CJ, Wu YW, Ko KY, Chen YC, Cheng MF, Yen RF, et al. Incremental diagnostic performance of combined parameters in the detection of severe coronary artery disease using exercise gated myocardial perfusion imaging. PLoS ONE. 2015;10:e0134485. https://doi.org/10.1371/journal.pone.0134485.

3. Hachamovitch R, Rozanski A, Shaw LJ, Stone GW, Thomson LE, Friedman JD, et al. Impact of ischaemia and scar on the therapeutic benefit derived from myocardial revascularization vs. medical therapy among patients undergoing stress-rest myocardial perfusion scintigraphy. Eur Heart J. 2011;32:1012–24. https://doi.org/10.1093/eurheartj/ehq500.

4. Nudi F, Di Belardino N, Versaci F, Pinto A, Procaccini E, Neri G, et al. Impact of coronary revascularization vs medical therapy on ischemia among stable patients with or suspected coronary artery disease undergoing serial myocardial perfusion scintigraphy. J Nucl Cardiol. 2017;24:1690–8. https://doi.org/10.1007/s12350-016-0504-5.

5. Engbers EM, Timmer JR, Mouden M, Knollema S, Jager PL, Ottervanger JP. Prognostic value of myocardial perfusion imaging with a cadmium-zinc-telluride SPECT camera in patients suspected of having coronary artery disease. J Nucl Med. 2017;58:1459–63. https://doi.org/10.2967/jnumed.116.188516.

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