Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI

Lei Xiang, Yu Qiao, Dong Nie, +4

Neurocomputing

Positron Emission TomographyEngineeringMedical ImagingDeep LearningPet-mri +7

Alzheimer's Disease Diagnosis Using Landmark-Based Features From Longitudinal Structural MR Images

Jun Zhang, Mingxia Liu, Le An, +2

IEEE Journal of Biomedical and Health Informatics

EngineeringFeature ExtractionImage AnalysisAlzheimer's DiseaseAd Diagnosis +16

Joint feature-sample selection and robust diagnosis of Parkinson's disease from MRI data

Ehsan Adeli, Feng Shi, Le An, +4

NeuroImage

Neuroimaging BiomarkersMri DataEngineeringNeuroimaging ModalityNeuroinformatics +13

Structured sparsity regularized multiple kernel learning for Alzheimer’s disease diagnosis

Jialin Peng, Xiaofeng Zhu, Ye Wang, +2

Pattern Recognition

Sparse RepresentationAlzheimer's DiseaseMachine LearningData ScienceEngineering +10

Connectivity strength‐weighted sparse group representation‐based brain network construction for M<scp>CI</scp> classification

Renping Yu, Han Zhang, Le An, +3

Human Brain Mapping

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

Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises

Ehsan Adeli, Kim‐Han Thung, Le An, +4

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningOutlier Data PointsRobust FeatureRoc Curve +15

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

Person Reidentification With Reference Descriptor

Le An, Mehran Kafai, Songfan Yang, +1

IEEE Transactions on Circuits and Systems for Video Technology

Person IdentificationMachine VisionMachine LearningImage AnalysisData Science +13

Reference-based person re-identification

Le An, Mehran Kafai, Songfan Yang, +1

Machine VisionMachine LearningImage AnalysisData SciencePattern Recognition +13