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External validation of the CRAX2MACE model.
Hijazi, Waseem; Leslie, Willam; Filipchuk, Neil; Choo, Ryan; Wilton, Stephen; James, Matthew; Slomka, Piotr J; Miller, Robert J H.
Afiliación
  • Hijazi W; Department of Cardiac Sciences, University of Calgary, GAA08, 3230 Hospital Drive NW, Calgary, AB, T2N 2T9, Canada.
  • Leslie W; Department of Nuclear Medicine, University of Manitoba, Winnipeg, MB, Canada.
  • Filipchuk N; Department of Cardiac Sciences, University of Calgary, GAA08, 3230 Hospital Drive NW, Calgary, AB, T2N 2T9, Canada.
  • Choo R; Department of Cardiac Sciences, University of Calgary, GAA08, 3230 Hospital Drive NW, Calgary, AB, T2N 2T9, Canada.
  • Wilton S; Department of Cardiac Sciences, University of Calgary, GAA08, 3230 Hospital Drive NW, Calgary, AB, T2N 2T9, Canada.
  • James M; Department of Medicine, Department of Community Health Sciences, O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
  • Slomka PJ; Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
  • Miller RJH; Department of Cardiac Sciences, University of Calgary, GAA08, 3230 Hospital Drive NW, Calgary, AB, T2N 2T9, Canada. robert.miller@albertahealthservices.ca.
J Nucl Cardiol ; 30(2): 702-707, 2023 04.
Article en En | MEDLINE | ID: mdl-35419699
BACKGROUND: Single-photon emission computed tomography (SPECT) myocardial perfusion is frequently used to predict risk of major adverse cardiovascular events (MACE). We performed an external validation of the CRAX2MACE score, developed to estimate 2-year risk of MACE in patients with suspected coronary artery disease (CAD). METHODS: Patients who underwent clinically indicated SPECT with available follow-up for MACE were included (N = 2,985). The prediction performance for MACE (revascularization, myocardial infarction, or death) within 2 years for CRAX2MACE was compared with stress and ischemic total perfusion deficit (TPD) using area under the receiver operating characteristic curve (AUC). Calibration was assessed with calibration plots, Brier score, and the Hosmer-Lemeshow test. RESULTS: MACE occurred within 2 years in 243 (8.1%) patients. The AUC for CRAX2MACE (0.710, 95% CI 0.677-0.743) was significantly higher compared to stress TPD (AUC 0.669, 95% CI 0.632-0.706, P = .010) and ischemic TPD (AUC 0.664, 95% CI 0.627-0.700, P < .001). The model had acceptable goodness-of-fit (P = .103) and was well-calibrated with Brier score of 0.071. CONCLUSION: CRAX2MACE had higher predictive performance for 2-year MACE than quantitative perfusion in an external population. The current model is simple to use and could be implemented to assist physicians when estimating patient risk.
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Enfermedad de la Arteria Coronaria / Imagen de Perfusión Miocárdica / Infarto del Miocardio Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: J Nucl Cardiol Asunto de la revista: CARDIOLOGIA Año: 2023 Tipo del documento: Article País de afiliación: Canadá

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Enfermedad de la Arteria Coronaria / Imagen de Perfusión Miocárdica / Infarto del Miocardio Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: J Nucl Cardiol Asunto de la revista: CARDIOLOGIA Año: 2023 Tipo del documento: Article País de afiliación: Canadá