2022
Virtual high‐count PET image generation using a deep learning method
Liu J, Ren S, Wang R, Mirian N, Tsai Y, Kulon M, Pucar D, Chen M, Liu C. Virtual high‐count PET image generation using a deep learning method. Medical Physics 2022, 49: 5830-5840. PMID: 35880541, PMCID: PMC9474624, DOI: 10.1002/mp.15867.Peer-Reviewed Original ResearchMeSH KeywordsDeep LearningHumansImage Processing, Computer-AssistedPositron-Emission TomographyResearch DesignSignal-To-Noise RatioConceptsStructural similarity indexImage quality evaluationDeep learning-based methodsDeep learning methodsImage qualityLearning-based methodsPET datasetsStatic datasetsDL methodsNet networkImage generationPET imagesNetwork inputsImage counterpartsLearning methodsNetwork outputTraining datasetPeak signalPositron emission tomography (PET) imagesQuality evaluationDatasetCross-validation resultsMean square errorHigh-count imagesImages
2021
Association of COVID-19 mRNA Vaccine With Ipsilateral Axillary Lymph Node Reactivity on Imaging
Adin ME, Isufi E, Kulon M, Pucar D. Association of COVID-19 mRNA Vaccine With Ipsilateral Axillary Lymph Node Reactivity on Imaging. JAMA Oncology 2021, 7: 1241-1242. PMID: 34110378, PMCID: PMC8193545, DOI: 10.1001/jamaoncol.2021.1794.Peer-Reviewed Original ResearchMeSH KeywordsAxillaCOVID-19COVID-19 VaccinesFemaleHumansLymph Node ExcisionLymph NodesMalePositron-Emission TomographyRNA, MessengerSARS-CoV-2Sentinel Lymph Node BiopsyVaccines, Synthetic