2011
Channelized relevance vector machine as a numerical observer for cardiac perfusion defect detection task
Kalayeh M, Marin T, Pretorius P, Wernick M, Yang Y, Brankov J. Channelized relevance vector machine as a numerical observer for cardiac perfusion defect detection task. Proceedings Of SPIE--the International Society For Optical Engineering 2011, 7966: 79660e-79660e-7. DOI: 10.1117/12.878176.Peer-Reviewed Original Research
2010
Numerical observer for cardiac motion assessment using a linear discriminant
Marin T, Pretorius P, Yang Y, Wernick M, Brankov J. Numerical observer for cardiac motion assessment using a linear discriminant. 2010, 2352-2355. DOI: 10.1109/nssmic.2010.5874205.Peer-Reviewed Original ResearchDeformable mesh modelMesh modelDefect detection taskMotion estimation techniquesImage quality assessmentHuman visual systemHuman detection performanceHuman observersImage qualityMotion defectsHuman observer performanceChannelized Hotelling observerChannel modelMotion informationDetection performanceLinear discriminantDetection taskDiagnostic tasksHuman performanceProposed methodsSingle photon emission computed tomographyHotelling observerVisual systemEvaluate image qualityDiscriminant model