Dehui Xiang

According to our database, Dehui Xiang authored at least 78 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Cross-Modal Consistency for Single-Modal MR Image Segmentation.

Wenxuan Xu, Cangxin Li, Yun Bian, Qingquan Meng, Weifang Zhu, Fei Shi, Xinjian Chen, Chengwei Shao, Dehui Xiang

IEEE Trans. Biomed. Eng., September, 2024

Dual-Spatial Domain Generalization for Fundus Lesion Segmentation in Unseen Manufacturer's OCT Images.

Shichen Liao, Tao Peng, Haoyu Chen, Tian Lin, Weifang Zhu, Fei Shi, Xinjian Chen, Dehui Xiang

IEEE Trans. Biomed. Eng., September, 2024

Style Consistency Unsupervised Domain Adaptation Medical Image Segmentation.

Lang Chen, Yun Bian, Jianbin Zeng, Qingquan Meng, Weifang Zhu, Fei Shi, Chengwei Shao, Xinjian Chen, Dehui Xiang

IEEE Trans. Image Process., 2024

AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review.

Rui Jin, Derun Li, Dehui Xiang, Lei Zhang, Hailing Zhou, Fei Shi, Weifang Zhu, Jing Cai, Tao Peng, Xinjian Chen

CoRR, 2024

Improving deep learning based segmentation of scars using multi-view images.

Jian Zhou, Yuqing Dai, Dongmei Liu, Weifang Zhu, Dehui Xiang, Xinjian Chen, Fei Shi, Wentao Xia

Biomed. Signal Process. Control., 2024

2023

MLAGG-Net: Multi-level aggregation and global guidance network for pancreatic lesion segmentation in histopathological images.

Ao Liu, Hui Jiang, Weiwei Cao, Wenju Cui, Dehui Xiang, Chengwei Shao, Zhaobang Liu, Yun Bian, Jian Zheng

Biomed. Signal Process. Control., September, 2023

Interactive Skin Wound Segmentation Based on Feature Augment Networks.

Pengfei Zhang, Xinjian Chen, Ziting Yin, Xin Zhou, Qingxin Jiang, Weifang Zhu, Dehui Xiang, Yun Tang, Fei Shi

IEEE J. Biomed. Health Informatics, July, 2023

Self-Guided Optimization Semi-Supervised Method for Joint Segmentation of Macular Hole and Cystoid Macular Edema in Retinal OCT Images.

Meng Wang, Tian Lin, Yuanyuan Peng, Weifang Zhu, Yi Zhou, Fei Shi, Kai Yu, Qingquan Meng, Yong Liu, Zhongyue Chen, Yuhe Shen, Dehui Xiang, Haoyu Chen, Xinjian Chen

IEEE Trans. Biomed. Eng., July, 2023

Classification and segmentation of OCT images for age-related macular degeneration based on dual guidance networks.

Shengyong Diao, Jinzhu Su, Changqing Yang, Weifang Zhu, Dehui Xiang, Xinjian Chen, Qing Peng, Fei Shi

Biomed. Signal Process. Control., July, 2023

OCT²Former: A retinal OCT-angiography vessel segmentation transformer.

Xiao Tan, Xinjian Chen, Qingquan Meng, Fei Shi, Dehui Xiang, Zhongyue Chen, Lingjiao Pan, Weifang Zhu

Comput. Methods Programs Biomed., May, 2023

A dual branch and fine-grained enhancement network for pancreatic tumor segmentation in contrast enhanced CT images.

Zhibang Zhou, Yun Bian, Shengxue Pan, Qingquan Meng, Weifang Zhu, Fei Shi, Xinjian Chen, Chengwei Shao, Dehui Xiang

Biomed. Signal Process. Control., April, 2023

Semi-Supervised Dual Stream Segmentation Network for Fundus Lesion Segmentation.

Dehui Xiang, Shenshen Yan, Ying Guan, Mulin Cai, Zheqing Li, Haiyun Liu, Xinjian Chen, Bei Tian

IEEE Trans. Medical Imaging, March, 2023

Modality-Specific Segmentation Network for Lung Tumor Segmentation in PET-CT Images.

Dehui Xiang, Bin Zhang, Yuxuan Lu, Shengming Deng

IEEE J. Biomed. Health Informatics, March, 2023

Pancreatic CT image segmentation based on transfer learning.

Xiaoyi Zhu, Dehui Xiang, Fei Shi, Weifang Zhu, Xinjian Chen

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Meta-learning-based retinal pathology classification from optical coherence tomography images.

Ziting Yin, Xinjian Chen, Weifang Zhu, Dehui Xiang, Qing Peng, Fei Shi

Proceedings of the Medical Imaging 2023: Image Processing, 2023

IF-Net: information fusion network for meibomian gland area and atrophy area segmentation.

Dengfeng Liu, Weifang Zhu, Xinyu Zhuang, Xiaofeng Zhang, Xinjian Chen, Fei Shi, Dehui Xiang

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Multi-modality network based on CGAN and attention mechanism for glaucoma grading.

Ling Liu, Yuanyuan Peng, Dehui Xiang, Fei Shi, Xinjian Chen

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Segmentation of common lesions in age-related macular degeneration based on boundary attention mechanism.

Chengjian Hong, Yuanyuan Peng, Weifang Zhu, Dehui Xiang, Fei Shi, Baoqing Nie, Xinjian Chen

Proceedings of the Medical Imaging 2023: Image Processing, 2023

A two-stage unsupervised domain adaptation method for OCT image segmentation.

Shengyong Diao, Xinjian Chen, Dehui Xiang, Weifang Zhu, Yin Fan, Fei Shi

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Contrast Uncertainty Domain Alignment for Cross-Domain Pancreatic Image Segmentation.

Ligang Fan, Yun Bian, Weifang Zhu, Fei Shi, Xinjian Chen, Chengwei Shao, Dehui Xiang

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Global and Local Feature Reconstruction for Medical Image Segmentation.

Jiahuan Song, Xinjian Chen, Qianlong Zhu, Fei Shi, Dehui Xiang, Zhongyue Chen, Ying Fan, Lingjiao Pan, Weifang Zhu

IEEE Trans. Medical Imaging, 2022

Multi-Discriminator Adversarial Convolutional Network for Nerve Fiber Segmentation in Confocal Corneal Microscopy Images.

Changqing Yang, Xinxin Zhou, Weifang Zhu, Dehui Xiang, Zhongyue Chen, Jin Yuan, Xinjian Chen, Fei Shi

IEEE J. Biomed. Health Informatics, 2022

Automatic multi-tissue segmentation in pancreatic pathological images with selected multi-scale attention network.

Enting Gao, Hui Jiang, Zhibang Zhou, Changxing Yang, Muyang Chen, Weifang Zhu, Fei Shi, Xinjian Chen, Jian Zheng, Yun Bian, Dehui Xiang

Comput. Biol. Medicine, 2022

2021

Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images.

Meng Wang, Weifang Zhu, Kai Yu, Zhongyue Chen, Fei Shi, Yi Zhou, Yuhui Ma, Yuanyuan Peng, Dengsen Bao, Shuanglang Feng, Lei Ye, Dehui Xiang, Xinjian Chen

IEEE Trans. Medical Imaging, 2021

Three-dimensional choroid neovascularization growth prediction from longitudinal retinal OCT images based on a hybrid model.

Qingquan Meng, Chang Zuo, Fei Shi, Weifang Zhu, Dehui Xiang, Haoyu Chen, Xinjian Chen

Pattern Recognit. Lett., 2021

Edge and neighborhood guidance network for 2D medical image segmentation.

Weiwei Cao, Jian Zheng, Dehui Xiang, Saisai Ding, Haotian Sun, Xiaodong Yang, Zhaobang Liu, Yakang Dai

Biomed. Signal Process. Control., 2021

Context attention-and-fusion network for multiclass retinal fluid segmentation in OCT images.

Yanqing Ye, Xinjian Chen, Fei Shi, Dehui Xiang, Lingjiao Pan, Weifang Zhu

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Gland segmentation in pancreas histopathology images based on selective multi-scale attention.

Changxing Yang, Dehui Xiang, Yun Bian, Jianping Lu, Hui Jiang, Jianming Zheng

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Keypoint matching networks for longitudinal fundus image affine registration.

Yunzhen Peng, Xinjian Chen, Dehui Xiang, Gaohui Luo, Mulin Cai

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Automatic pancreas segmentation in abdominal CT image with contrast enhancement block.

Shengxue Pan, Dehui Xiang, Yun Bian, Jianping Lu, Hui Jiang, Jian Zheng

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

A generative adversarial framework for capillary non-perfusion regions segmentation in fundus fluorescein angiograms.

Mulin Cai, Dehui Xiang, Shengxue Pan, Fei Shi, Weifang Zhu, Xinjian Chen, Bei Tian

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

2020

CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation.

Shuanglang Feng, Heming Zhao, Fei Shi, Xuena Cheng, Meng Wang, Yuhui Ma, Dehui Xiang, Weifang Zhu, Xinjian Chen

IEEE Trans. Medical Imaging, 2020

OCTRexpert: A Feature-Based 3D Registration Method for Retinal OCT Images.

Lingjiao Pan, Fei Shi, Dehui Xiang, Kai Yu, Luwen Duan, Jian Zheng, Xinjian Chen

IEEE Trans. Image Process., 2020

Automatic lung segmentation in low-dose CT image with contrastive attention module.

Changxing Yang, Haihong Tian, Dehui Xiang, Fei Shi, Weifang Zhu, Xinjian Chen

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Attention-guided channel to pixel convolution network for retinal layer segmentation with choroidal neovascularization.

Xiaoling Yang, Xinjian Chen, Dehui Xiang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Fully convolutional network with sparse feature-maps composition for automatic lung tumor segmentation from PET images.

Haihong Tian, Dehui Xiang, Weifang Zhu, Fei Shi, Xinjian Chen

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Group-wise attention fusion network for choroid segmentation in OCT images.

Xuena Cheng, Xinjian Chen, Shuanglang Feng, Weifang Zhu, Dehui Xiang, Qiuying Chen, Xun Xu, Ying Fan, Fei Shi

Proceedings of the Medical Imaging 2020: Image Processing, 2020

2019

Automatic Pathological Lung Segmentation in Low-Dose CT Image Using Eigenspace Sparse Shape Composition.

Geng Chen, Dehui Xiang, Bin Zhang, Haihong Tian, Xiaoling Yang, Fei Shi, Weifang Zhu, Bei Tian, Xinjian Chen

IEEE Trans. Medical Imaging, 2019

Automatic Retinal Layer Segmentation of OCT Images With Central Serous Retinopathy.

Dehui Xiang, Geng Chen, Fei Shi, Weifang Zhu, Qinghuai Liu, Songtao Yuan, Xinjian Chen

IEEE J. Biomed. Health Informatics, 2019

Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks.

Yibiao Rong, Dehui Xiang, Weifang Zhu, Kai Yu, Fei Shi, Zhun Fan, Xinjian Chen

IEEE J. Biomed. Health Informatics, 2019

OIPAV: an Integrated Software System for Ophthalmic Image Processing, Analysis, and Visualization.

Lichun Zhang, Dehui Xiang, Chao Jin, Fei Shi, Kai Yu, Xinjian Chen

J. Digit. Imaging, 2019

Simultaneous and automatic two surface detection of renal cortex in 3D CT images by enhanced sparse shape composition.

Haihong Tian, Geng Chen, Dehui Xiang, Xinjian Chen

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Active shape dictionary for automatic segmentation of pathological lung in low-dose CT image.

Geng Chen, Dehui Xiang, Haihong Tian, Bin Zhang, Weifang Zhu, Fei Shi, Xinjian Chen

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Automatic Detection of Conversion Blindness on Functional Brain Network Information.

Keling Fei, Kezhen Fei, Dehui Xiang, Shusen Tang, Wei Wang, Xu Wang

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

Automatic Segmentation of Retinal Layer in OCT Images With Choroidal Neovascularization.

Dehui Xiang, Haihong Tian, Xiaoling Yang, Fei Shi, Weifang Zhu, Haoyu Chen, Xinjian Chen

IEEE Trans. Image Process., 2018

Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming.

Yibiao Rong, Kai Yu, Dehui Xiang, Weifang Zhu, Zhun Fan, Xinjian Chen

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Lung tumor segmentation based on multi-scale template matching and region growing.

Bolan Yang, Dehui Xiang, Feihong Yu, Xinjian Chen

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

A fast reconstruction algorithm for fluorescence molecular tomography via multipath subspace pursuit method.

HaoXuan Ni, Jinzuo Ye, Dehui Xiang, Yang Du, Xinjian Chen, Deihui Xiang, Jie Tian

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

A fast reconstruction algorithm for fluorescence molecular tomography via multipath subspace pursuit method.

HaoXuan Ni, Jinzuo Ye, Dehui Xiang, Yang Du, Xinjian Chen, Deihui Xiang, Jie Tian

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Evaluation of chemotherapeutic response of temozolomide in orthotopic glioma using bioluminescence tomography.

Li Li, Dehui Xiang, Jinzuo Ye, Yang Du, Xinjian Chen, Jie Tian

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

2017

Choroid Neovascularization Growth Prediction With Treatment Based on Reaction-Diffusion Model in 3-D OCT Images.

Shuxia Zhu, Fei Shi, Dehui Xiang, Weifang Zhu, Haoyu Chen, Xinjian Chen

IEEE J. Biomed. Health Informatics, 2017

Single-Channel Sparse Non-Negative Blind Source Separation Method for Automatic 3-D Delineation of Lung Tumor in PET Images.

Ivica Kopriva, Wei Ju, Bin Zhang, Fei Shi, Dehui Xiang, Kai Yu, Ximing Wang, Ulas Bagci, Xinjian Chen

IEEE J. Biomed. Health Informatics, 2017

A Framework for Classification and Segmentation of Branch Retinal Artery Occlusion in SD-OCT.

Jingyun Guo, Weifang Zhu, Fei Shi, Dehui Xiang, Haoyu Chen, Xinjian Chen

IEEE Trans. Image Process., 2017

CorteXpert: A model-based method for automatic renal cortex segmentation.

Dehui Xiang, Ulas Bagci, Chao Jin, Fei Shi, Weifang Zhu, Jianhua Yao, Milan Sonka, Xinjian Chen

Medical Image Anal., 2017

Nonrigid registration of 3D longitudinal optical coherence tomography volumes with choroidal neovascularization.

Qiangding Wei, Fei Shi, Weifang Zhu, Dehui Xiang, Haoyu Chen, Xinjian Chen

Proceedings of the Medical Imaging 2017: Image Processing, 2017

Automatic Retinal Layer Segmentation Based on Live Wire for Central Serous Retinopathy.

Dehui Xiang, Geng Chen, Fei Shi, Weifang Zhu, Xinjian Chen

Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

2016

3D Fast Automatic Segmentation of Kidney Based on Modified AAM and Random Forest.

Chao Jin, Fei Shi, Dehui Xiang, Xueqing Jiang, Bin Zhang, Ximing Wang, Weifang Zhu, Enting Gao, Xinjian Chen

IEEE Trans. Medical Imaging, 2016

Correction to "Random Walk and Graph Cut for Co-Segmentation of Lung Tumor on PET-CT Images".

Wei Ju, Dehui Xiang, Bin Zhang, Lirong Wang, Ivica Kopriva, Xinjian Chen

IEEE Trans. Image Process., 2016

A novel 3D graph cut based co-segmentation of lung tumor on PET-CT images with Gaussian mixture models.

Kai Yu, Xinjian Chen, Fei Shi, Weifang Zhu, Bin Zhang, Dehui Xiang

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Automatic co-segmentation of lung tumor based on random forest in PET-CT images.

Xueqing Jiang, Dehui Xiang, Bin Zhang, Fei Shi, Xinjian Chen

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Automatic choroid cells segmentation and counting in fluorescence microscopic image.

Jianjun Fei, Weifang Zhu, Fei Shi, Dehui Xiang, Xiao Lin, Lei Yang, Xinjian Chen

Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016

3D choroid neovascularization growth prediction based on reaction-diffusion model.

Shuxia Zhu, Xinjian Chen, Fei Shi, Dehui Xiang, Weifang Zhu, Haoyu Chen

Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Liver recognition based on statistical shape model in CT images.

Dehui Xiang, Xueqing Jiang, Fei Shi, Weifang Zhu, Xinjian Chen

Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

2015

Automated 3-D Retinal Layer Segmentation of Macular Optical Coherence Tomography Images With Serous Pigment Epithelial Detachments.

Fei Shi, Xinjian Chen, Heming Zhao, Weifang Zhu, Dehui Xiang, Enting Gao, Milan Sonka, Haoyu Chen

IEEE Trans. Medical Imaging, 2015

Automatic Liver Segmentation Based on Shape Constraints and Deformable Graph Cut in CT Images.

Guodong Li, Xinjian Chen, Fei Shi, Weifang Zhu, Jie Tian, Dehui Xiang

IEEE Trans. Image Process., 2015

Random Walk and Graph Cut for Co-Segmentation of Lung Tumor on PET-CT Images.

Wei Ju, Deihui Xiang, Bin Zhang, Lirong Wang, Ivica Kopriva, Xinjian Chen

IEEE Trans. Image Process., 2015

Automated segmentation of serous pigment epithelium detachment in SD-OCT images.

Zhuli Sun, Fei Shi, Dehui Xiang, Haoyu Chen, Xinjian Chen

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Graph cut based co-segmentation of lung tumor in PET-CT images.

Wei Ju, Dehui Xiang, Bin Zhang, Xinjian Chen

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014

Support vector machine based IS/OS disruption detection from SD-OCT images.

Liyun Wang, Weifang Zhu, Jianping Liao, Dehui Xiang, Chao Jin, Haoyu Chen, Xinjian Chen

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Renal cortex localization by combining 3D Generalized Hough Transform and 3D Active Appearance Models.

Chao Jin, Dehui Xiang, Xinjian Chen

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Retinal Image Graph-Cut Segmentation Algorithm Using Multiscale Hessian-Enhancement-Based Nonlocal Mean Filter.

Jian Zheng, Pei-Rong Lu, Dehui Xiang, Yakang Dai, Zhaobang Liu, Duojie Kuai, Hui Xue, Yue-Tao Yang

Comput. Math. Methods Medicine, 2013

Automatic detection of retinal vascular bifurcations and crossovers based on isotropy and anisotropy.

Guodong Li, Dehui Xiang, Fei Yang, Xiaonan Wan, Xin Yang, Jie Tian

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Fast Renal Cortex Localization by Combining Generalized Hough Transform and Active Appearance Models.

Dehui Xiang, Xinjian Chen, Chao Jin

Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

2012

A Versatile Optical Model for Hybrid Rendering of Volume Data.

Fei Yang, Qingde Li, Dehui Xiang, Yong Cao, Jie Tian

IEEE Trans. Vis. Comput. Graph., 2012

2011

Skeleton Cuts - An Efficient Segmentation Method for Volume Rendering.

Dehui Xiang, Jie Tian, Fei Yang, Qi Yang, Xing Zhang, Qingde Li, Xin Liu

IEEE Trans. Vis. Comput. Graph., 2011

Interactive liver tumor segmentation from ct scans using support vector classification with watershed.

Xing Zhang, Jie Tian, Dehui Xiang, Xiuli Li, Kexin Deng

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Retinal vessel extraction by combining radial symmetry transform and iterated graph cuts.

Dehui Xiang, Jie Tian, Kexin Deng, Xing Zhang, Fei Yang, Xiaonan Wan

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Interactive segmentation method with graph cut and SVMs.

Xing Zhang, Jie Tian, Dehui Xiang, Yongfang Wu

Proceedings of the Medical Imaging 2010: Image Processing, 2010