Standard SPECT myocardial perfusion estimation from half-time acquisitions using deep convolutional residual neural networks
Isaac Shiri, Kiarash AmirMozafari Sabet, Hossein Arabi, Mozhgan Pourkeshavarz, Behnoosh Teimourian, Mohammad Reza Ay, Habib Zaidi
Topics & Concepts
Projection (relational algebra)Artificial intelligenceConvolutional neural networkSpect imagingMedicineMean squared errorNuclear medicineImage qualityResidualIterative reconstructionCorrection for attenuationComputer sciencePattern recognition (psychology)Computer visionMathematicsAlgorithmStatisticsImage (mathematics)Positron emission tomographyMedical Imaging Techniques and ApplicationsCardiac Imaging and DiagnosticsCardiovascular Function and Risk Factors