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
2013
New Approach to Quantification of Molecularly Targeted Radiotracer Uptake from Hybrid Cardiac SPECT/CT: Methodology and Validation
Li S, Sinusas AJ, Dobrucki LW, Liu YH. New Approach to Quantification of Molecularly Targeted Radiotracer Uptake from Hybrid Cardiac SPECT/CT: Methodology and Validation. Journal Of Nuclear Medicine 2013, 54: 2175-2181. PMID: 24221992, DOI: 10.2967/jnumed.113.123208.Peer-Reviewed Original Research
2011
Accuracy and Reproducibility of Absolute Quantification of Myocardial Focal Tracer Uptake from Molecularly Targeted SPECT/CT: A Canine Validation
Liu YH, Sahul Z, Weyman CA, Dione DP, Dobrucki WL, Mekkaoui C, Brennan MP, Ryder WJ, Sinusas AJ. Accuracy and Reproducibility of Absolute Quantification of Myocardial Focal Tracer Uptake from Molecularly Targeted SPECT/CT: A Canine Validation. Journal Of Nuclear Medicine 2011, 52: 453-460. PMID: 21321271, PMCID: PMC3137905, DOI: 10.2967/jnumed.110.082214.Peer-Reviewed Original ResearchAnimalsDogsFemaleHeartImage Interpretation, Computer-AssistedMaleMetabolic Clearance RateMolecular ImagingMyocardial Perfusion ImagingMyocardiumRadiopharmaceuticalsReproducibility of ResultsSensitivity and SpecificitySubtraction TechniqueTissue DistributionTomography, Emission-Computed, Single-PhotonTomography, X-Ray Computed
2005
A New Method for SPECT Quantification of Targeted Radiotracers Uptake in the Myocardium
Li S, Dobrucki LW, Sinusas AJ, Liu YH. A New Method for SPECT Quantification of Targeted Radiotracers Uptake in the Myocardium. Lecture Notes In Computer Science 2005, 8: 684-691. PMID: 16686019, DOI: 10.1007/11566489_84.Peer-Reviewed Original ResearchMeSH KeywordsAnimalsDrug Delivery SystemsHeartImage Interpretation, Computer-AssistedMyocardiumNeovascularization, PathologicRadioisotopesRadiopharmaceuticalsRatsReperfusion InjuryReproducibility of ResultsSensitivity and SpecificityTomography, Emission-Computed, Single-PhotonVentricular Dysfunction, Left
1996
Quantification of technetium 99m-labeled sestamibi single-photon emission computed tomography based on mean counts improves accuracy for assessment of relative regional myocardial blood flow: Experimental validation in a canine model
Liu Y, Sinusas A, Shi C, Shen M, Dione D, Heller E, Wackers F. Quantification of technetium 99m-labeled sestamibi single-photon emission computed tomography based on mean counts improves accuracy for assessment of relative regional myocardial blood flow: Experimental validation in a canine model. Journal Of Nuclear Cardiology 1996, 3: 312-320. PMID: 8799250, DOI: 10.1016/s1071-3581(96)90091-4.Peer-Reviewed Original ResearchConceptsMyocardial blood flowRelative blood flowRelative myocardial blood flowRegional myocardial blood flowCoronary artery occlusionBlood flowSingle photon emissionArtery occlusionCanine modelShort-axis slicesEx vivoSestamibi single-photon emissionMyocardial countsFlow deficitsMyocardial count densityNormal blood flowMean countsRegional myocardial perfusionCount profilesMIBI uptakeMIBI SPECTSestamibi SPECTMyocardial perfusionCircumferential count profilesRelative regional myocardial blood flow