Deep Learning-Based Image Segmentation on Multimodal Medical Imaging

Zhe Guo, Xiang Li, Heng Huang, +2

IEEE Transactions on Radiation and Plasma Medical Sciences

Convolutional Neural NetworkMedical Image SegmentationEngineeringTumor SegmentationBiomedical Engineering +16

PET image denoising using unsupervised deep learning

Jianan Cui, Kuang Gong, Ning Guo, +11

European Journal of Nuclear Medicine and Molecular Imaging

Image AnalysisEngineeringMedical ImagingPet ImageBiomedical Imaging +7

Noninvasive monitoring of orthotopic glioblastoma therapy response using RGD-conjugated iron oxide nanoparticles

Fan Zhang, Xinglu Huang, Lei Zhu, +9

Biomaterials

NanoparticlesNanomedicineNeuro-oncologyEngineeringTherapeutic Nanomaterials +8

Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19

Aoxiao Zhong, Xiang Li, Dufan Wu, +17

Medical Image Analysis

Image AnalysisEngineeringMedical ImagingDeep LearningClinical Applications +9

Partial volume correction for PET quantification and its impact on brain network in Alzheimer’s disease

Jiarui Yang, Chenhui Hu, Ning Guo, +6

Scientific Reports

Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning With Deep Belief Networks

Jun Ying, Joyita Dutta, Ning Guo, +4

IEEE Journal of Biomedical and Health Informatics

Health InformaticsMachine LearningDeep LearningEngineeringPattern Recognition +11

Populational and individual information based PET image denoising using conditional unsupervised learning

Jianan Cui, Kuang Gong, Ning Guo, +4

Physics in Medicine and Biology

CT-guided PET parametric image reconstruction using deep neural network without prior training data

Jianan Cui, Kuang Gong, Ning Guo, +3

Medical Imaging 2019: Physics of Medical Imaging

Penalized-Likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding

Nuobei Xie, Kuang Gong, Ning Guo, +4

IEEE Transactions on Biomedical Engineering

Computed TomographyPositron Emission TomographyImage ReconstructionPet Image ReconstructionImage Analysis +13

Gold classification of COPDGene cohort based on deep learning

Jun Ying, Joyita Dutta, Ning Guo, +3

EngineeringMachine LearningData ScienceAdvanced Lung DiseaseMedicine +11