Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening

Tao Li, Yingqi Gao, Kai Wang, +3

Information Sciences

Convolutional Neural NetworkImage AnalysisMachine LearningOphthalmologyDeep Learning +11

CABNet: Category Attention Block for Imbalanced Diabetic Retinopathy Grading

Along He, Tao Li, Ning Li, +2

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkOcular DiseaseEngineeringMachine LearningDiabetic Retinopathy +19

H2Former: An Efficient Hierarchical Hybrid Transformer for Medical Image Segmentation

Along He, Kai Wang, Tao Li, +3

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningBiomedical Engineering +20

BTS-DSN: Deeply supervised neural network with short connections for retinal vessel segmentation

Song Guo, Kai Wang, Hong Kang, +3

International Journal of Medical Informatics

Convolutional Neural NetworkImage ClassificationImage AnalysisMachine LearningOphthalmology +11

L-Seg: An end-to-end unified framework for multi-lesion segmentation of fundus images

Song Guo, Tao Li, Hong Kang, +3

Neurocomputing

Image AnalysisMulti-lesion SegmentationMedical ImagingData ScienceEngineering +12

CAFE: Learning to Condense Dataset by Aligning Features

Kai Wang, Bo Zhao, Xiangyu Peng, +7

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

Structured PredictionEngineeringMachine LearningMachine Learning ToolDataset Condensation Aims +14

An experimental study on the effect of ionic liquids on the structure and wetting characteristics of coal

Xian Xi, Shuguang Jiang, Weiqing Zhang, +3

Fuel

Materials ScienceSolid-state IonicClean Coal TechnologyIonic LiquidsIonic Conductor +4

Subspace Clustering via Good Neighbors

Jufeng Yang, Jie Liang, Kai Wang, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningImage AnalysisData ScienceSpectral-based Subspace Clustering +14

Wheel torque distribution optimization of four-wheel independent-drive electric vehicle for energy efficient driving

Junnian Wang, Shoulin Gao, Kai Wang, +2

Control Engineering Practice

Electrical EngineeringEnergy Efficient DriveEngineeringEnergy EfficientEnergy Management +5

Video text detection and recognition: Dataset and benchmark

Phuc Xuan Nguyen, Kai Wang, Serge Belongie

IEEE Winter Conference on Applications of Computer Vision

Natural Language ProcessingIcdar 2013Image AnalysisMachine LearningMachine Vision +13