Dehui X. Xiang

1 Shizi Street
Suzhou, 215006, China

Last Updated: 09/26/2026

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Found 67 publications

Automatic Classification of Retinal OCT Images Based on Multi-Perspective Collaborative Self-Distillation and Category-Aware Contrastive Learning.

Automatic Classification of Retinal OCT Images Based on Multi-Perspective Collaborative Self-Distillation and Category-Aware Contrastive Learning.

Journal: IEEE journal of biomedical and health informatics
Published: July 31, 2026

OphFusionNet: Uncertainty-Driven Multi-Scale Multimodal Feature Fusion Network for Ophthalmic Diseases Classification.

OphFusionNet: Uncertainty-Driven Multi-Scale Multimodal Feature Fusion Network for Ophthalmic Diseases Classification.

Journal: IEEE transactions on medical imaging
Published: April 20, 2026

Multi-source Unsupervised Domain Adaptation Fundus Lesion Segmentation of Various OCT Devices with Moment Consistency.

Multi-source Unsupervised Domain Adaptation Fundus Lesion Segmentation of Various OCT Devices with Moment Consistency.

Journal: IEEE journal of biomedical and health informatics
Published: March 02, 2026

WRCANet: wavelet residual cross-attention network for meibomian gland segmentation.

WRCANet: wavelet residual cross-attention network for meibomian gland segmentation.

Journal: Biomedical optics express
Published: September 02, 2025

Meta-Learning With Unlabeled Query Updating and Consistency Learning for Few-Shot OCT Image Classification.

Meta-Learning With Unlabeled Query Updating and Consistency Learning for Few-Shot OCT Image Classification.

Journal: IEEE transactions on bio-medical engineering
Published: August 25, 2025

A deep learning based automatic report generator for retinal optical coherence tomography images.

A deep learning based automatic report generator for retinal optical coherence tomography images.

Journal: NPJ digital medicine
Published: July 24, 2025

Task Augmentation-Based Meta-Learning Segmentation Method for Retinopathy.

Task Augmentation-Based Meta-Learning Segmentation Method for Retinopathy.

Journal: IEEE transactions on pattern analysis and machine intelligence
Published: June 12, 2025

Kurtosis Transformation for Multi-Source Domain Generalization Segmentation of OCT Images From Multi-Manufacturers' Devices.

Kurtosis Transformation for Multi-Source Domain Generalization Segmentation of OCT Images From Multi-Manufacturers' Devices.

Journal: IEEE transactions on bio-medical engineering
Published: June 06, 2025

CPSN: Caputo Principal-Curve-Guided Segmentation Network on Ultrasound Kidney Databases.

CPSN: Caputo Principal-Curve-Guided Segmentation Network on Ultrasound Kidney Databases.

Journal: Journal of imaging informatics in medicine
Published: February 20, 2025

AMeta-FD: Adversarial Meta-learning for Few-shot retinal OCT image Despeckling.

AMeta-FD: Adversarial Meta-learning for Few-shot retinal OCT image Despeckling.

Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
Published: February 07, 2025

Unpaired Dual-Modal Image Complementation Learning for Single-Modal Medical Image Segmentation.

Unpaired Dual-Modal Image Complementation Learning for Single-Modal Medical Image Segmentation.

Journal: IEEE transactions on bio-medical engineering
Published: September 25, 2024

Style Consistency Unsupervised Domain Adaptation Medical Image Segmentation.

Style Consistency Unsupervised Domain Adaptation Medical Image Segmentation.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Published: September 05, 2024
Showing 1-12 of 67

Last Updated: 09/26/2026