Automatic Segmentation and Quantification of White and Brown Adipose Tissues from PET/CT Scans
Hussein S, Bagci U, Green A, Watane A, Reiter D, Chen X, Papadakis G, Wood B, Cypess A, Osman M. Automatic Segmentation and Quantification of White and Brown Adipose Tissues from PET/CT Scans. IEEE Transactions On Medical Imaging 2016, 36: 734-744. PMID: 28114010, PMCID: PMC6421081, DOI: 10.1109/tmi.2016.2636188.Peer-Reviewed Original ResearchMeSH KeywordsAdipose Tissue, BrownAdipose Tissue, WhiteAdultAlgorithmsHumansImage Processing, Computer-AssistedMalePositron Emission Tomography Computed TomographyWhole Body ImagingYoung AdultConceptsConditional Random FieldsUnsupervised learning methodLabel fusion algorithmOne-shot learningAutomatic segmentationArt performanceAutomatic detectionBody region levelFusion algorithmLearning methodsAutomated SegmentationNovel frameworkInefficient solutionsDistance metricSecond moduleExperimental evaluationFirst moduleRandom fieldsSegmentationComplementary informationModuleAnalysis systemDetection unitAlgorithmLearning