2015
SVM Based Lung Cancer Diagnosis Using Multiple Image Features in PET/CT
Guo N, Yen R, Fakhri G, Li Q. SVM Based Lung Cancer Diagnosis Using Multiple Image Features in PET/CT. 2015, 1-4. DOI: 10.1109/nssmic.2015.7582234.Peer-Reviewed Original ResearchIntra-tumor heterogeneityLung cancer diagnosisF-FLTCT textureStage malignancyLung cancerStaging of lung cancerCT texture featuresAdvanced stage malignanciesEarly stage malignancyImprove tumor stagingCancer diagnosisImage featuresPET/CT scansPET/CT imagingTumor stageTumor heterogeneityCancer stageDiagnostic accuracyPatient groupClinical valuePET/CTGold standardLung nodulesPET imaging
2005
Quantitative dynamic cardiac 82Rb PET using generalized factor and compartment analyses.
El Fakhri G, Sitek A, Guérin B, Kijewski M, Di Carli M, Moore S. Quantitative dynamic cardiac 82Rb PET using generalized factor and compartment analyses. Journal Of Nuclear Medicine 2005, 46: 1264-71. PMID: 16085581.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAlgorithmsComputer SimulationCoronary Artery DiseaseFeasibility StudiesFemaleHeartHumansImage Interpretation, Computer-AssistedMaleMiddle AgedModels, CardiovascularPositron-Emission TomographyRadiopharmaceuticalsReproducibility of ResultsRubidium RadioisotopesSensitivity and SpecificitySeverity of Illness IndexConceptsMyocardial perfusionAbsolute myocardial perfusionCatheterization resultsMyocardial tissue extractsDipyridamole stressCardiac PETClinical valueMyocardial factorsFactor analysis of dynamic sequencesPatient studiesLVNoninvasive estimationAccurate input functionPatientsCompartment analysisAverage errorPerfusionParametric mappingTissue extractsRV contributionRV