ArticleJACC. Cardiovascular imaging2020
5-Year Prognostic Value of Quantitative Versus Visual MPI in Subtle Perfusion Defects: Results From REFINE SPECT.
Article in JACC. Cardiovascular imaging, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 1 of them a synthesis that pooled it.
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64 citing papers in PubMed, 1 synthesis or guideline pooled it, 93 citations in OpenAlex.
- Prognostic value of myocardial perfusion imaging by cadmium zinc telluride single-photon emission computed tomography in patients with suspected or known coronary artery disease: a systematic review and meta-analysis.European journal of nuclear medicine and molecular imaging · 2023Pooled it
- Stress Cardiac Magnetic Resonance Ischemia Burden and Cardiovascular Events: Post-Hoc Analysis From the ISCHEMIA Trial.JACC. Cardiovascular imaging · 2026Trial
- The prognostic value of quantitative myocardial blood flow and flow reserve by dynamic CZT-SPECT for major adverse cardiovascular events.European journal of nuclear medicine and molecular imaging · 2026Article
- Prognostic impact of epicardial fat volume, anatomical and functional imaging across the cardiovascular risk spectrum in patients with suspected coronary artery disease: a single-center retrospective cohort study.Quantitative imaging in medicine and surgery · 2026Article
- A Novel Quantitative Analysis in Myocardial Perfusion Imaging: How does it compare to the "Golden Eye"?Zeitschrift fur medizinische Physik · 2026Article
- Multicenter evaluation of interpretable AI for coronary artery disease diagnosis from PET biomarkers.NPJ digital medicine · 2026Article
- Age-Stratified Prognostic Comparison of Three Chronotropic Incompetence Definitions in Patients with Suspected Coronary Artery Disease Undergoing Exercise Stress SPECT-MPI.Clinical interventions in aging · 2026Article
- Expert consensus: first multidisciplinary consensus on nuclear cardiology.Archivos de cardiologia de Mexico · 2026Article
- Integrating perfusion with AI-derived coronary calcium on CT attenuation scans to improve selection of low-risk studies for stress-only SPECT myocardial perfusion imaging.Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology · 2025Article
- Reassessing Cardiovascular Risk in Patients With Peripheral Artery Disease Undergoing Myocardial Perfusion Imaging.The Canadian journal of cardiology · 2025Observational
- Independent prognostic significance of myocardial flow reserve over coronary artery calcium, myocardial perfusion, and clinical variables in patients without known coronary artery disease, according to diabetes status.Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology · 2025Article
- Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction.NPJ digital medicine · 2025Article
- The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0).Journal of nuclear medicine : official publication, Society of Nuclear Medicine · 2024Article
- Prognostic Value of Resting Left Ventricular Sphericity Indexes in Coronary Artery Disease With Preserved Ejection Fraction.Journal of the American Heart Association · 2024Article
- AI-Defined Cardiac Anatomy Improves Risk Stratification of Hybrid Perfusion Imaging.JACC. Cardiovascular imaging · 2024Article
- Comparing various AI approaches to traditional quantitative assessment of the myocardial perfusion in [Scientific reports · 2024Article
- Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction.medRxiv : the preprint server for health sciences · 2024Article
- Impact of myocardial perfusion and coronary calcium on medical management for coronary artery disease.European heart journal. Cardiovascular Imaging · 2024Article
- AI-derived epicardial fat measurements improve cardiovascular risk prediction from myocardial perfusion imaging.NPJ digital medicine · 2024Article
- CT attenuation correction improves quantitative risk prediction by cardiac SPECT in obese patients.European journal of nuclear medicine and molecular imaging · 2024Article
4 more citing papers are in PubMed but not listed here.
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21 authors at 9 institutions in 5 countries.
Funding
Abstract
objectivesThis study compared the ability of automated myocardial perfusion imaging analysis to predict major adverse cardiac events (MACE) to that of visual analysis.
backgroundQuantitative analysis has not been compared with clinical visual analysis in prognostic studies.
methodsA total of 19,495 patients from the multicenter REFINE SPECT (REgistry of Fast Myocardial Perfusion Imaging with NExt generation SPECT) study (64 ± 12 years of age, 56% males) undergoing stress Tc-99m-labeled single-photon emission computed tomography (SPECT) myocardial perfusion imaging were followed for 4.5 ± 1.7 years for MACE. Perfusion abnormalities were assessed visually and categorized as normal, probably normal, equivocal, or abnormal. Stress total perfusion deficit (TPD), quantified automatically, was categorized as TPD = 0%, TPD >0% to <1%, ≤1% to <3%, ≤3% to <5%, ≤5% to ≤10%, or TPD >10%. MACE consisted of death, nonfatal myocardial infarction, unstable angina, or late revascularization (>90 days). Kaplan-Meier and Cox proportional hazards analyses were performed to test the performance of visual and quantitative assessments in predicting MACE.
resultsDuring follow-up examinations, 2,760 (14.2%) MACE occurred. MACE rates increased with worsening of visual assessments, that is, the rate for normal MACE was 2.0%, 3.2% for probably normal, 4.2% for equivocal, and 7.4% for abnormal (all p < 0.001). MACE rates increased with increasing stress TPD from 1.3% for the TPD category of 0% to 7.8% for the TPD category of >10% (p < 0.0001). The adjusted hazard ratio (HR) for MACE increased even in equivocal assessment (HR: 1.56; 95% confidence interval [CI]: 1.37 to 1.78) and in the TPD category of ≤3% to <5% (HR: 1.74; 95% CI: 1.41 to 2.14; all p < 0.001). The rate of MACE in patients visually assessed as normal still increased from 1.3% (TPD = 0%) to 3.4% (TPD ≥5%) (p < 0.0001).
conclusionsQuantitative analysis allows precise granular risk stratification in comparison to visual reading, even for cases with normal clinical reading.
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