Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation

Zhe Xu, Yixin Wang, Donghuan Lu, +4

Medical Image Analysis

Medical Image SegmentationImage AnalysisMachine VisionData ScienceMedical Imaging +10

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation

Zhe Xu, Yixin Wang, Donghuan Lu, +6

IEEE Journal of Biomedical and Health Informatics

Artificial IntelligenceMedical Image SegmentationEngineeringMachine LearningMultiple Instance Learning +17

Nuclear Power Plants With Artificial Intelligence in Industry 4.0 Era: Top-Level Design and Current Applications—A Systemic Review

Chao Lu, Jiafei Lyu, Liming Zhang, +4

IEEE Access

Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation

Zhe Xu, Donghuan Lu, Jie Luo, +5

IEEE Transactions on Medical Imaging

Medical Image SegmentationEngineeringMachine LearningRetinal Vessel SegmentationImage Analysis +18

Efficient Continuous Control with Double Actors and Regularized Critics

Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Mathematical ProgrammingArtificial IntelligenceEngineeringMachine LearningDouble Actors +14

Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis

Jiangpeng Yan, Hanbo Chen, Xiu Li, +1

Computerized Medical Imaging and Graphics

Image AnalysisDeep Contrastive LearningMedical ImagingEngineeringBioimage Analysis +10

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

Sharib Ali, Noha Ghatwary, Debesh Jha, +29

Scientific Reports

HQG-Net: Unpaired Medical Image Enhancement With High-Quality Guidance

Chunming He, Kai Li, Guoxia Xu, +5

IEEE Transactions on Neural Networks and Learning Systems

EngineeringMachine LearningImage AnalysisHq ImageDownstream Task Performance +17

SE-stacking: Improving user purchase behavior prediction by information fusion and ensemble learning

Jing Xu, Jie Wang, Ye Tian, +3

PLoS ONE

EngineeringMachine LearningCustomer ProfilingBehavior PredictionBusiness Analytics +17

The effect of heat treatment on α/ β phases evolution of TC4 titanium alloy fabricated by spark plasma sintering

Kaihua Xu, Yong Xue, Zhimin Zhang, +4

Procedia Manufacturing

Materials Scienceα/ βSinteringEngineeringHigh Temperature Materials +12