TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction
Guo X, Shi L, Chen X, Liu Q, Zhou B, Xie H, Liu Y, Palyo R, Miller E, Sinusas A, Staib L, Spottiswoode B, Liu C, Dvornek N. TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction. Medical Image Analysis 2024, 96: 103190. PMID: 38820677, PMCID: PMC11180595, DOI: 10.1016/j.media.2024.103190.Peer-Reviewed Original ResearchGenerative adversarial networkAdversarial networkMotion estimation accuracyInter-frame motionIntensity-based image registration techniqueAll-to-oneSegmentation masksImage registration techniquesOriginal frameTemporal informationDiagnosis accuracyMyocardial blood flowEstimation accuracyFrame conversionPositron emission tomographyNovel methodImage qualityPET datasetsRegistration techniqueNetworkCardiac positron emission tomographyBlood flowDynamic cardiac positron emission tomographyMotion correctionCoronary artery diseaseTotal-Body PET/CT Applications in Cardiovascular Diseases: A Perspective Document of the SNMMI Cardiovascular Council
Slart R, Bengel F, Akincioglu C, Bourque J, Chen W, Dweck M, Hacker M, Malhotra S, Miller E, Pelletier-Galarneau M, Packard R, Schindler T, Weinberg R, Saraste A, Slomka P. Total-Body PET/CT Applications in Cardiovascular Diseases: A Perspective Document of the SNMMI Cardiovascular Council. Journal Of Nuclear Medicine 2024, 65: jnumed.123.266858. PMID: 38388512, DOI: 10.2967/jnumed.123.266858.Peer-Reviewed Original ResearchLong axial fieldAxial fieldCardiovascular diseaseLow-dose examinationsWhole-body coveragePET/CT systemField of cardiovascular diseaseCardiac physiologyAnatomic coveragePET/CT applicationsMultiple organsVascular structuresCardiovascular systemTracer kinetic modelAcquisition timeSimultaneous assessmentSystem sensitivityImage qualityDisease