2025
C<sup>2</sup>MAL: cascaded network-guided class-balanced multi-prototype auxiliary learning for source-free domain adaptive medical image segmentation.
Medical Biol. Eng. Comput., May, 2025
BiASAM: Bidirectional-Attention Guided Segment Anything Model for Very Few-Shot Medical Image Segmentation.
IEEE Signal Process. Lett., 2025
MFNet: Multi-fusion network for medical image segmentation.
Digit. Signal Process., 2025
Progressive pseudo-labels enhancement for source-free domain adaptation medical image segmentation.
Biomed. Signal Process. Control., 2025
Windowed axial shuffle attention networks for medical image segmentation.
Biomed. Signal Process. Control., 2025
2024
Unsupervised Domain Adaptation Fundus Image Segmentation via Multi-Scale Adaptive Adversarial Learning.
IEEE J. Biomed. Health Informatics, October, 2024
Correction: Yi et al. SFS-AGGL: Semi-Supervised Feature Selection Integrating Adaptive Graph with Global and Local Information. Information 2024, 15, 57.
Inf., June, 2024
GPONet: A two-stream gated progressive optimization network for salient object detection.
Pattern Recognit., 2024
SFS-AGGL: Semi-Supervised Feature Selection Integrating Adaptive Graph with Global and Local Information.
Inf., 2024
Skeleton-guided multi-scale dual-coordinate attention aggregation network for retinal blood vessel segmentation.
Comput. Biol. Medicine, 2024
SAMCF: Adaptive global style alignment and multi-color spaces fusion for joint optic cup and disc segmentation.
Comput. Biol. Medicine, 2024
3VNet: Topological-Structure Driven Triple-V Network for Retinal Vessel Segmentation.
Proceedings of the Neural Information Processing - 31st International Conference, 2024
Insurance Anti-fraud based on FL-WOE Encoding for Vertical Federated Learning.
Proceedings of the IEEE International Conference on Big Data, 2024
Diffusion-driven Dual-flow Source-Free Domain Adaptation for Medical Image Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
Secure Privacy-Preserving SMOTE for Vertical Federated Learning.
Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024
2023
Dual-path multi-scale context dense aggregation network for retinal vessel segmentation.
Comput. Biol. Medicine, September, 2023
C2FTFNet: Coarse-to-fine transformer network for joint optic disc and cup segmentation.
Comput. Biol. Medicine, September, 2023
Pseudo-Label Clustering-Driven Dual-Level Contrast Learning Based Source-Free Domain Adaptation for Fundus Image Segmentation.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023
2022
RMSDSC-Net: A robust multiscale feature extraction with depthwise separable convolution network for optic disc and cup segmentation.
Int. J. Intell. Syst., December, 2022
SDNMF: Semisupervised discriminative nonnegative matrix factorization for feature learning.
Int. J. Intell. Syst., December, 2022
Deep sparse autoencoder integrated with three-stage framework for glaucoma diagnosis.
Int. J. Intell. Syst., 2022
2021
Robust Graph Structure Learning for Multimedia Data Analysis.
Wirel. Commun. Mob. Comput., 2021
Stock Price Forecast Based on CNN-BiLSTM-ECA Model.
Sci. Program., 2021
Channel Attention Residual U-Net for Retinal Vessel Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Non-Negative Matrix Factorization With Locality Constrained Adaptive Graph.
IEEE Trans. Circuits Syst. Video Technol., 2020
Automatic optic disc detection using low-rank representation based semi-supervised extreme learning machine.
Int. J. Mach. Learn. Cybern., 2020
A Deep Learning Based Level Set Model for Pancreas Segmentation.
J. Medical Imaging Health Informatics, 2020
Channel Attention Residual U-Net for Retinal Vessel Segmentation.
CoRR, 2020
Automatic hippocampus segmentation based on convolutional neural networks and level set model.
Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020
Residual Spatial Attention Network for Retinal Vessel Segmentation.
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Dense Residual Network for Retinal Vessel Segmentation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Accurate Optic Disc and Cup Segmentation from Retinal Images Using a Multi-Feature Based Approach for Glaucoma Assessment.
Symmetry, 2019
Joint graph optimization and projection learning for dimensionality reduction.
Pattern Recognit., 2019
Adaptive weighted locality-constrained sparse coding for glaucoma diagnosis.
Medical Biol. Eng. Comput., 2019
Optic Disc and Cup Segmentation in Retinal Images for Glaucoma Diagnosis by Locally Statistical Active Contour Model with Structure Prior.
Comput. Math. Methods Medicine, 2019
Accurate and Efficient Segmentation of Optic Disc and Optic Cup in Retinal Images Integrating Multi-View Information.
IEEE Access, 2019
Effective Representation of Three-Dimension Nodules for False-Positive Reduction in Pulmonary Nodule Detection.
Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019
SD-Unet: A Structured Dropout U-Net for Retinal Vessel Segmentation.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
An Intelligent Fault Diagnosis Architecture for Electrical Fused Magnesia Furnace Using Sound Spectrum Submanifold Analysis.
IEEE Trans. Instrum. Meas., 2018
Ordinal preserving matrix factorization for unsupervised feature selection.
Signal Process. Image Commun., 2018
Adaptive multiple graph regularized semi-supervised extreme learning machine.
Soft Comput., 2018
Full-Automatic Optic Disc Boundary Extraction Based on Active Contour Model with Multiple Energies.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2018
Double regularized matrix factorization for image classification and clustering.
EURASIP J. Image Video Process., 2018
Automatic Optic Disc Detection in Color Retinal Images by Local Feature Spectrum Analysis.
Comput. Math. Methods Medicine, 2018
Speedup Two-Class Supervised Outlier Detection.
IEEE Access, 2018
Unsupervised Feature Selection With Ordinal Preserving Self-Representation.
IEEE Access, 2018
2017
Automatic Optic Disc Boundary Extraction Based on Saliency Object Detection and Modified Local Intensity Clustering Model in Retinal Images.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017
Automated Detection of Red Lesions Using Superpixel Multichannel Multifeature.
Comput. Math. Methods Medicine, 2017
Automatic Microaneurysms Detection Based on Multifeature Fusion Dictionary Learning.
Comput. Math. Methods Medicine, 2017
Structure Preserving Non-negative Feature Self-Representation for Unsupervised Feature Selection.
IEEE Access, 2017
Automatic Detection of Exudates in Digital Color Fundus Images Using Superpixel Multi-Feature Classification.
IEEE Access, 2017
Automatic Microaneurysm Detection Using the Sparse Principal Component Analysis-Based Unsupervised Classification Method.
IEEE Access, 2017
Inner Product Regularized Nonnegative Self Representation for Image Classification and Clustering.
IEEE Access, 2017
2016
Adaptively Weighted Structure Preserved Projections for Face Recognition.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016
Unsupervised Feature Selection with Graph Regularized Nonnegative Self-representation.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016
2014
Face recognition using spatially smoothed discriminant structure-preserved projections.
J. Electronic Imaging, 2014