2022
Deep learning–based attenuation correction for whole-body PET — a multi-tracer study with 18F-FDG, 68 Ga-DOTATATE, and 18F-Fluciclovine
Toyonaga T, Shao D, Shi L, Zhang J, Revilla EM, Menard D, Ankrah J, Hirata K, Chen MK, Onofrey JA, Lu Y. Deep learning–based attenuation correction for whole-body PET — a multi-tracer study with 18F-FDG, 68 Ga-DOTATATE, and 18F-Fluciclovine. European Journal Of Nuclear Medicine And Molecular Imaging 2022, 49: 3086-3097. PMID: 35277742, PMCID: PMC10725742, DOI: 10.1007/s00259-022-05748-2.Peer-Reviewed Original ResearchConceptsNeural networkNovel deep learningNet neural networkPET/CT datasetsImage analysis metricsPhysics-based loss functionDeep learningCT-derived attenuation mapAttenuation mapLoss functionAnalysis metricsDetail recoveryTumor volume estimationMLAACT datasetsOSEM algorithmNetworkAlgorithmAttenuation correctionCorrection framework
2012
The Utility of I-123 Pretherapy Scan in I-131 Radioiodine Therapy for Thyroid Cancer
Chen MK, Yasrebi M, Samii J, Staib LH, Doddamane I, Cheng DW. The Utility of I-123 Pretherapy Scan in I-131 Radioiodine Therapy for Thyroid Cancer. Thyroid 2012, 22: 304-309. PMID: 22300251, DOI: 10.1089/thy.2011.0203.Peer-Reviewed Original ResearchMeSH KeywordsAdenocarcinoma, PapillaryAdenoma, OxyphilicAdolescentAdultAgedAged, 80 and overCarcinomaCarcinoma, PapillaryFemaleHumansIodine RadioisotopesMaleMiddle AgedNeoplasm MetastasisRadionuclide ImagingRadiopharmaceuticalsRetrospective StudiesThyroid Cancer, PapillaryThyroid NeoplasmsThyroidectomyConceptsPretherapy scansThyroid remnantsLymph nodesDistant metastasisYale-New Haven HospitalLarge thyroid remnantsCervical lymph nodesTime of thyroidectomyAdditional clinical informationNew Haven HospitalNeck uptakeRadioiodine therapyWhole-body imagesEuthyroid statePathology reportsThyroid cancerTreatment protocolLocal lymphClinical informationThyroidectomy specimensPretherapyConfidence intervalsScansThyroidectomyMetastasis