Integration of coronary artery calcium scoring from CT attenuation scans by machine learning improves prediction of adverse cardiovascular events in patients undergoing SPECT/CT myocardial perfusion imaging
Attila Fehér, Konrad Pieszko, Robert J.H. Miller, Mark Lemley, Aakash Shanbhag, Cathleen Huang, Leonidas Miras, Yi-Hwa Liu, Albert J. Sinusas, Edward J. Miller, Piotr J. Slomka
Topics & Concepts
MedicineMaceMyocardial perfusion imagingHazard ratioConfidence intervalReceiver operating characteristicNuclear medicineInternal medicineCardiologyCorrection for attenuationPerfusionArea under the curveRadiologyMyocardial infarctionPositron emission tomographyPercutaneous coronary interventionCardiac Imaging and DiagnosticsAdvanced X-ray and CT ImagingRadiomics and Machine Learning in Medical Imaging