3D conditional generative adversarial networks for high-quality PET image estimation at low dose

Yan Wang, Biting Yu, Lei Wang, +7

NeuroImage

Positron Emission TomographyEngineeringGenerative Adversarial NetworkMedical ImagingDeep Learning +9

3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis

Yan Wang, Luping Zhou, Biting Yu, +7

IEEE Transactions on Medical Imaging

EngineeringMachine LearningAutoencodersPet SynthesisGenerative System +18

Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning

Kaiping Wang, Bo Zhan, Chen Zu, +4

Medical Image Analysis

EngineeringMachine LearningMean Teacher ModelDiagnostic ImagingImage Analysis +14

Dense crowd counting from still images with convolutional neural networks

Yaocong Hu, Huan Chang, Fudong Nian, +2

Journal of Visual Communication and Image Representation

Convolutional Neural NetworkMachine VisionImage AnalysisEngineeringPattern Recognition +5

Adaptive rectification based adversarial network with spectrum constraint for high-quality PET image synthesis

Yanmei Luo, Luping Zhou, Bo Zhan, +4

Medical Image Analysis

Image ReconstructionEngineeringHealth SciencesMedical ImagingGenerative Adversarial Network +10

Object Skeleton Extraction in Natural Images by Fusing Scale-Associated Deep Side Outputs

Wei Shen, Kai Zhao, Yuan Jiang, +3

Convolutional Neural NetworkImage ClassificationImage AnalysisFeature DetectionMachine Vision +13

Semisupervised Tripled Dictionary Learning for Standard-Dose PET Image Prediction Using Low-Dose PET and Multimodal MRI

Yan Wang, Dinggang Shen, Guangkai Ma, +7

IEEE Transactions on Biomedical Engineering

ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease

Yuang Shi, Chen Zu, Hong Mei, +6

Pattern Recognition

Neuroimaging BiomarkersAlzheimer's DiseaseEngineeringPattern RecognitionDementia +9

Predicting standard-dose PET image from low-dose PET and multimodal MR images using mapping-based sparse representation

Yan Wang, Pei Zhang, Le An, +8

Physics in Medicine and Biology

Image ReconstructionEngineeringPet-mriAdvanced ImagingPatch-based Sparse Representation +18

Semi-supervised NPC segmentation with uncertainty and attention guided consistency

Lin Hu, Jiaxin Li, Xingchen Peng, +6

Knowledge-Based Systems

Machine VisionMachine LearningData ScienceImage AnalysisUncertainty Quantification +8