2022
Increasing angular sampling through deep learning for stationary cardiac SPECT image reconstruction
Xie H, Thorn S, Chen X, Zhou B, Liu H, Liu Z, Lee S, Wang G, Liu YH, Sinusas AJ, Liu C. Increasing angular sampling through deep learning for stationary cardiac SPECT image reconstruction. Journal Of Nuclear Cardiology 2022, 30: 86-100. PMID: 35508796, DOI: 10.1007/s12350-022-02972-z.Peer-Reviewed Original ResearchConceptsDeep learningReconstruction qualityImage reconstructionDeep learning methodsDeep neural networksDeep learning resultsImage qualityNetwork trainingSPECT image reconstructionNeural networkLearning methodsHigh image resolutionImage volumesClinical softwareImage metricsImage resolutionReconstruction resultsImproved image qualityTesting dataLearning resultsNetwork resultsPhysical phantomStationary imagingDifferent subjectsLearning
2012
A three-dimensional model-based partial volume correction strategy for gated cardiac mouse PET imaging
Dumouchel T, Thorn S, Kordos M, DaSilva J, Beanlands RS, deKemp RA. A three-dimensional model-based partial volume correction strategy for gated cardiac mouse PET imaging. Physics In Medicine And Biology 2012, 57: 4309-4334. PMID: 22705820, DOI: 10.1088/0031-9155/57/13/4309.Peer-Reviewed Original Research