Machine Learning for Networking: Workflow, Advances and Opportunities

Mowei Wang, Yong Cui, Xin Wang, +2

IEEE Network

Laplacian Operator-Based Edge Detectors

Xin Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence

Machine VisionImage AnalysisFeature DetectionEngineeringPattern Recognition +11

Recipe recognition with large multimodal food dataset

Xin Wang, Devinder Kumar, Nicolas Thome, +2

NutritionEngineeringMachine LearningImage RetrievalAgricultural Economics +17

Artificial Intelligence for Screening of Multiple Retinal and Optic Nerve Diseases

Li Dong, Wanji He, Ruiheng Zhang, +33

JAMA Network Open

Big-data and artificial-intelligence-assisted vault prediction and EVO-ICL size selection for myopia correction

Yang Shen, Lin Wang, Weijun Jian, +9

British Journal of Ophthalmology

Improving Medical Images Classification With Label Noise Using Dual-Uncertainty Estimation

Lie Ju, Xin Wang, Lin Wang, +5

IEEE Transactions on Medical Imaging

Artificial IntelligenceMultiple Instance LearningEngineeringMachine LearningLabel Noise +24

Retinal microvasculature and cerebral small vessel disease in the Lothian Birth Cohort 1936 and Mild Stroke Study

Sarah McGrory, Lucia Ballerini, Fergus Doubal, +12

Scientific Reports

Image reconstruction of effective Mie scattering parameters of breast tissue in vivo with near-infrared tomography

Xin Wang, Brian W. Pogue, Shudong Jiang, +8

Journal of Biomedical Optics

Image ReconstructionEngineeringAdvanced ImagingBiomedical EngineeringEffective Mie +15

Design of trellis codes for source coding with side information at the decoder

Xin Wang, M.T. Orchard

Distributed Source CodingGranular GainSide InformationEngineeringInformation Theory +12

Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning

Lie Ju, Xin Wang, Xin Zhao, +4

IEEE Journal of Biomedical and Health Informatics

Multiple Instance LearningEngineeringMachine LearningGrading Retinal DiseasesMultimodal Learning +17