2024
CT-Less Whole-Body Bone Segmentation of PET Images Using a Multimodal Deep Learning Network
Bao N, Zhang J, Li Z, Wei S, Zhang J, Greenwald S, Onofrey J, Lu Y, Xu L. CT-Less Whole-Body Bone Segmentation of PET Images Using a Multimodal Deep Learning Network. IEEE Journal Of Biomedical And Health Informatics 2024, PP: 1-16. DOI: 10.1109/jbhi.2024.3501386.Peer-Reviewed Original ResearchPositron emission tomographyMultimodal fusion modulePositron emission tomography imagingMultimodal fusion networkAttenuation mapDice similarity coefficientFusion moduleFusion networkEncoder RepresentationsEncoder branchesCT imagesTraining dataComputed tomographyTumor analysisTracer activityModality imagesMultimodal deep learning networkPET imagingBone segmentsSqueeze-and-excitationBone cancerPositron emission tomography informationCT-based approachDeep learning networkImprove segmentation performance
2019
Noninvasive In Vivo Quantification of Adeno-Associated Virus Serotype 9–Mediated Expression of the Sodium/Iodide Symporter Under Hindlimb Ischemia and Neuraminidase Desialylation in Skeletal Muscle Using Single-Photon Emission Computed Tomography/Computed Tomography
Boutagy NE, Ravera S, Papademetris X, Onofrey JA, Zhuang ZW, Wu J, Feher A, Stacy MR, French BA, Annex BH, Carrasco N, Sinusas AJ. Noninvasive In Vivo Quantification of Adeno-Associated Virus Serotype 9–Mediated Expression of the Sodium/Iodide Symporter Under Hindlimb Ischemia and Neuraminidase Desialylation in Skeletal Muscle Using Single-Photon Emission Computed Tomography/Computed Tomography. Circulation Cardiovascular Imaging 2019, 12: e009063. PMID: 31296047, PMCID: PMC6629470, DOI: 10.1161/circimaging.119.009063.Peer-Reviewed Original ResearchConceptsMicro-single photon emissionSingle photon emissionHindlimb ischemiaTomography/Tomography/Computed TomographyIschemic gastrocnemius muscleNIS inhibitor perchloratePeripheral artery diseaseSkeletal muscleUnilateral hindlimb ischemiaAdeno-Associated Virus Serotype 9Standardized uptake valueSodium/iodide symporterVivo quantificationVirus serotype 9Vivo validationNonischemic limbsArtery diseaseNonischemic muscleC57BL/6J miceMurine modelGastrocnemius muscleComputed tomographyIschemic conditionsRadiotracer uptake