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向德辉 (Dehui Xiang)

soochow university

26H-index
143Paper Count
2.9KCitation Count
Published Papers 55
Publication Date
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Coarse-Degree deep network and Refinement-Degree principal curve guided network for multi-organ ultrasound segmentation
errBiomedical Signal Processing and Control
IF4.9
err2026-04-28
err0
PREAI
errEnting Gao; Dehui Xiang; Yidong Gu; Jing Zhao; Xiuxiu Cheng; Ge Ren; Jing Cai; Tao Peng
errShare
errSave
OphFusionNet: Uncertainty-Driven Multi-Scale Multimodal Feature Fusion Network for Ophthalmic Diseases Classification
errIEEE Transactions on Medical Imaging
IF9.8
err2026-04-20
err0
PREAI
errBo Wu; Weifang Zhu; Dehui Xiang; Xinjian Chen; Tao Peng; Chenwei Gui; Qing Peng; Fei Shi
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errSave
Refining feature representation for accurate fundus lesion segmentation
errMedical Physics
IF3.2
err2026-04-16
err0
PREAI
errHao Sun; Enting Gao; Yongcheng Li; Dehui Xiang; Fan Lu; Yi Zhou; Weifang Zhu; Fei Shi; Baoqing Nie; Xinjian Chen; Lei Zhang; Jing Cai; Duo Peng; Tao Peng
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errSave
Classification of myopic maculopathy based on knowledge distillation and self-supervised learning
errBiomedical Signal Processing and Control
IF4.9
err2026-02-16
err0
PREAI
errZelin Yu; Ying Fan; Weixin Ding; Siheng Zhou; Fei Shi; Xinjian Chen; Dehui Xiang; Tao Peng; Weifang Zhu
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errSave
Amplitude-guided deep reinforcement learning for semi-supervised layer segmentation
errPattern Recognition
IF7.6
err2026-01-30
err0
PREAI
errEnting Gao; Zian Zha; Yonggang Li; Junhui Zhu; Yong Wang; Xinjian Chen; Naihui Zhou; Dehui Xiang
errShare
errSave
CPSN: Caputo Principal-Curve-Guided Segmentation Network on Ultrasound Kidney Databases
errJournal of Imaging Informatics in Medicine
IF0
err2025-11-17
err0
PREAI
errTao Peng; Dehui Xiang; Ge Ren; Muhammad Mateen; Jing Zhao; Yidong Gu; Xiuxiu Cheng; Xiao-Long Li; Jianxin Jiang; Jing Cai; Xinjian Chen
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errSave
A deep learning based automatic report generator for retinal optical coherence tomography images
errnpj Digital Medicine
IF15.1
err2025-10-20
err0
errOAAI
errXinjian Chen; Huazhu Fu; Jingtao Wang; Tian Lin; Qian Cheng; Cangxin Li; Meng Wang; Zhongyue Chen; Aidi Lin; Anlin Zhang; Weifang Zhu; Shirong Chen; Fei Shi; Dehui Xiang; Baoqing Nie; Yi Zhou; Yuanyuan Peng; Danqi Fang; Chao Guo; Ting Wang; Mingzhi Zhang; Chi Pui Pang; Haoyu Chen
errShare
errSave
Designing a hybrid optimization methodology for delineating boundary of ultrasound prostate cancer with an explainable mathematical model
errNeurocomputing
IF6.5
err2025-10-14
err0
PREAI
errTao Peng; Dehui Xiang; Zhongyi Zhang; Binbin Jiang; Baoqing Nie; Fei Shi; Derun Li; Caishan Wang; Weifang Zhu; Jing Cai; Enting Gao; Xinjian Chen
errShare
errSave
Uncertainty-guided cross-level fusion network for retinal OCT image segmentation
errMedical Physics
IF3.2
err2025-09-01
err0
PREAI
errJiaxin Wang; Weifang Zhu; Dehui Xiang; Xinjian Chen; Tao Peng; Qing Peng; Meng Wang; Fei Shi
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errSave
Meta-Learning With Unlabeled Query Updating and Consistency Learning for Few-Shot OCT Image Classification
errIEEE Transactions on Biomedical Engineering
IF4.5
err2025-08-25
err0
PREAI
errZiting Yin; Bo Wu; Weifang Zhu; Dehui Xiang; Xinjian Chen; Tao Peng; Qing Peng; Fei Shi
errShare
errSave
AMeta-FD: Adversarial Meta-learning for Few-shot retinal OCT image Despeckling
errComputerized Medical Imaging and Graphics
IF4.9
err2025-07-04
err0
PREAI
errYi Zhou; Tao Peng; Thiara Sana Ahmed; Fei Shi; Weifang Zhu; Dehui Xiang; Leopold Schmetterer; Jianxin Jiang; Bingyao Tan; Xinjian Chen
errShare
errSave
Kurtosis Transformation for Multi-Source Domain Generalization Segmentation of OCT Images From Multi-Manufacturers' Devices
errIEEE Transactions on Biomedical Engineering
IF4.5
err2025-06-06
err0
PREAI
errFeiyu Sun; Ling Gao; Haoyu Chen; Bei Tian; Tao Peng; Weifang Zhu; Fei Shi; Ronghan Wu; Xinjian Chen; Dehui Xiang
errShare
errSave
The role of artificial intelligence in the diagnosis of diabetic retinopathy through retinal lesion features: a narrative review
errQUANTITATIVE IMAGING IN MEDICINE AND SURGERY
IF2.3
err2025-05-01
err0
errOAAI
errMateen, Muhammad; Zhu, Weifang; Shi, Fei; Xiang, Dehui; Nie, Baoqing; Peng, Tao
errShare
errSave
Strip and boundary detection multi-task learning network for segmentation of meibomian glands
errMEDICAL PHYSICS
IF3.2
err2024-11-26
err0
PREAI
errZhu, Weifang; Liu, Dengfeng; Zhuang, Xinyu; Gong, Tian; Shi, Fei; Xiang, Dehui; Peng, Tao; Zhang, Xiaofeng; Chen, Xinjian
errShare
errSave
Topology-preserving segmentation of abdominal muscle layers from ultrasound images
errMEDICAL PHYSICS
IF3.2
err2024-09-06
err0
PREAI
errLiao, Feiyang; Li, Dongli; Yang, Xiaoyu; Cao, Weiwei; Xiang, Dehui; Yuan, Gang; Wang, Yingwei; Zheng, Jian
errShare
errSave
Improving deep learning based segmentation of scars using multi-view images
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-08-01
err1
PREAI
errZhou, Jian; Dai, Yuqing; Liu, Dongmei; Zhu, Weifang; Xiang, Dehui; Chen, Xinjian; Shi, Fei; Xia, Wentao
errShare
errSave
DRFNet: a deep radiomic fusion network for nAMD/PCV differentiation in OCT images
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2024-03-21
err1
PREAI
errShen, Erwei; Wang, Zhenmao; Lin, Tian; Meng, Qingquan; Zhu, Weifang; Shi, Fei; Chen, Xinjian; Chen, Haoyu; Xiang, Dehui
errShare
errSave
Style Consistency Unsupervised Domain Adaptation Medical Image Segmentation
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2024-01-01
err0
PREAI
errChen, Lang; Bian, Yun; Zeng, Jianbin; Meng, Qingquan; Zhu, Weifang; Shi, Fei; Shao, Chengwei; Chen, Xinjian; Xiang, Dehui
errShare
errSave
MLAGG-Net: Multi-level aggregation and global guidance network for pancreatic lesion segmentation in histopathological images
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2023-09-01
err1
PREAI
errLiu, Ao; Jiang, Hui; Cao, Weiwei; Cui, Wenju; Xiang, Dehui; Shao, Chengwei; Liu, Zhaobang; Bian, Yun; Zheng, Jian
errShare
errSave
Interactive Skin Wound Segmentation Based on Feature Augment Networks
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-07-01
err3
PREAI
errZhang, Pengfei; Chen, Xinjian; Yin, Ziting; Zhou, Xin; Jiang, Qingxin; Zhu, Weifang; Xiang, Dehui; Tang, Yun; Shi, Fei
errShare
errSave

Research Directions

医学影像处理与分析，具体如下：人工智能深度学习算法半监督学习弱监督学习小样本学习多模态医学影像处理与分析胰腺腹部脏器基于深度学习的图像分割与分类方法基于形状模型的图像分割方法基于图割图搜索的图像分割方法
Co-authors
Cooperation Journals
李亮 cover
李亮 (Liang Li)
H-index: 107 · Papers: 1.3K
王勇 cover
王勇 (Yong Wang)
H-index: 91 · Papers: 618
C
Chenglin Yan
H-index: 87 · Papers: 421
L
Leopold Schmetterer
H-index: 81 · Papers: 1.1K
H
Huazhu Fu
H-index: 80 · Papers: 559
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