FAT-Net: Feature adaptive transformers for automated skin lesion segmentation

Huisi Wu, Shihuai Chen, Guilian Chen, +3

Medical Image Analysis

Dermoscopic ImageFeature Adaptive TransformersMachine VisionImage AnalysisMedical Imaging +7

SCS-Net: A Scale and Context Sensitive Network for Retinal Vessel Segmentation

Huisi Wu, Wei Wang, Jiafu Zhong, +3

Medical Image Analysis

Machine VisionImage AnalysisMedical ImagingOphthalmologyEngineering +11

Automated Skin Lesion Segmentation Via an Adaptive Dual Attention Module

Huisi Wu, J. F. Pan, Zhuoying Li, +2

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringMachine LearningDermatologySkin Lesion Segmentation +14

META-Unet: Multi-Scale Efficient Transformer Attention Unet for Fast and High-Accuracy Polyp Segmentation

Huisi Wu, Zebin Zhao, Zhaoze Wang

IEEE Transactions on Automation Science and Engineering

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningPolyp Segmentation Datasets +17

Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images

Huisi Wu, Zhaoze Wang, Youyi Song, +2

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Geometric LearningEngineeringMachine LearningDigital PathologyConsistency Regularization +24

Tensor Voting Guided Mesh Denoising

Mingqiang Wei, Luming Liang, Wai‐Man Pang, +3

IEEE Transactions on Automation Science and Engineering

EngineeringSurface Normal TensorsComputer-aided DesignRobust FeatureImage Analysis +16

Resizing by symmetry-summarization

Huisi Wu, Yu-Shuen Wang, Kun-Chuan Feng, +3

EngineeringGeometryImage SemanticsImage ManipulationImage Analysis +16

Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos

Huisi Wu, Jiafu Zhong, Wei Wang, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkScene AnalysisColonoscopy VideosMachine LearningEngineering +18

Prior-Guided Adversarial Learning With Hypergraph for Predicting Abnormal Connections in Alzheimer’s Disease

Qiankun Zuo, Huisi Wu, C. L. Philip Chen, +2

IEEE Transactions on Cybernetics

EngineeringMachine LearningMultimodal LearningAlzheimer ’Representation Learning +22

Semi-supervised segmentation of echocardiography videos via noise-resilient spatiotemporal semantic calibration and fusion

Huisi Wu, Jiasheng Liu, Fangyan Xiao, +3

Medical Image Analysis

EngineeringMachine LearningMulti-image FusionImage Sequence AnalysisImage Analysis +14