Dehui Xiang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 59

Top Topics

Diffusion Model

Convolutional Network

Tumor Segmentation

Top Venues

Medical Imaging: Image Processing

IEEE J. Biomed. Health Informatics

IEEE Trans. Medical Imaging

Biomed. Signal Process. Control.

Publications

Rui Jin, Derun Li, Dehui Xiang, Lei Zhang, Hailing Zhou, Fei Shi, Weifang Zhu, Jing Cai, Tao Peng, Xinjian Chen
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review. CoRR (2024)
Jian Zhou, Yuqing Dai, Dongmei Liu, Weifang Zhu, Dehui Xiang, Xinjian Chen, Fei Shi, Wentao Xia
Improving deep learning based segmentation of scars using multi-view images. Biomed. Signal Process. Control. 94 (2024)
Dehui Xiang, Shenshen Yan, Ying Guan, Mulin Cai, Zheqing Li, Haiyun Liu, Xinjian Chen, Bei Tian
Semi-Supervised Dual Stream Segmentation Network for Fundus Lesion Segmentation. IEEE Trans. Medical Imaging 42 (3) (2023)
Pengfei Zhang, Xinjian Chen, Ziting Yin, Xin Zhou, Qingxin Jiang, Weifang Zhu, Dehui Xiang, Yun Tang, Fei Shi
Interactive Skin Wound Segmentation Based on Feature Augment Networks. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Xiaoyi Zhu, Dehui Xiang, Fei Shi, Weifang Zhu, Xinjian Chen
Pancreatic CT image segmentation based on transfer learning. Medical Imaging: Image Processing (2023)
Xiao Tan, Xinjian Chen, Qingquan Meng, Fei Shi, Dehui Xiang, Zhongyue Chen, Lingjiao Pan, Weifang Zhu
Former: A retinal OCT-angiography vessel segmentation transformer. Comput. Methods Programs Biomed. 233 (2023)
Ziting Yin, Xinjian Chen, Weifang Zhu, Dehui Xiang, Qing Peng, Fei Shi
Meta-learning-based retinal pathology classification from optical coherence tomography images. Medical Imaging: Image Processing (2023)
Ling Liu, Yuanyuan Peng, Dehui Xiang, Fei Shi, Xinjian Chen
Multi-modality network based on CGAN and attention mechanism for glaucoma grading. Medical Imaging: Image Processing (2023)
Ao Liu, Hui Jiang, Weiwei Cao, Wenju Cui, Dehui Xiang, Chengwei Shao, Zhaobang Liu, Yun Bian, Jian Zheng
MLAGG-Net: Multi-level aggregation and global guidance network for pancreatic lesion segmentation in histopathological images. Biomed. Signal Process. Control. 86 (Part C) (2023)
Dehui Xiang, Bin Zhang, Yuxuan Lu, Shengming Deng
Modality-Specific Segmentation Network for Lung Tumor Segmentation in PET-CT Images. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Dengfeng Liu, Weifang Zhu, Xinyu Zhuang, Xiaofeng Zhang, Xinjian Chen, Fei Shi, Dehui Xiang
IF-Net: information fusion network for meibomian gland area and atrophy area segmentation. Medical Imaging: Image Processing (2023)
Shengyong Diao, Xinjian Chen, Dehui Xiang, Weifang Zhu, Yin Fan, Fei Shi
A two-stage unsupervised domain adaptation method for OCT image segmentation. Medical Imaging: Image Processing (2023)
Shengyong Diao, Jinzhu Su, Changqing Yang, Weifang Zhu, Dehui Xiang, Xinjian Chen, Qing Peng, Fei Shi
Classification and segmentation of OCT images for age-related macular degeneration based on dual guidance networks. Biomed. Signal Process. Control. 84 (2023)
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
Self-Guided Optimization Semi-Supervised Method for Joint Segmentation of Macular Hole and Cystoid Macular Edema in Retinal OCT Images. IEEE Trans. Biomed. Eng. 70 (7) (2023)
Chengjian Hong, Yuanyuan Peng, Weifang Zhu, Dehui Xiang, Fei Shi, Baoqing Nie, Xinjian Chen
Segmentation of common lesions in age-related macular degeneration based on boundary attention mechanism. Medical Imaging: Image Processing (2023)
Zhibang Zhou, Yun Bian, Shengxue Pan, Qingquan Meng, Weifang Zhu, Fei Shi, Xinjian Chen, Chengwei Shao, Dehui Xiang
A dual branch and fine-grained enhancement network for pancreatic tumor segmentation in contrast enhanced CT images. Biomed. Signal Process. Control. 82 (2023)
Ligang Fan, Yun Bian, Weifang Zhu, Fei Shi, Xinjian Chen, Chengwei Shao, Dehui Xiang
Contrast Uncertainty Domain Alignment for Cross-Domain Pancreatic Image Segmentation. ISBI (2023)
Changqing Yang, Xinxin Zhou, Weifang Zhu, Dehui Xiang, Zhongyue Chen, Jin Yuan, Xinjian Chen, Fei Shi
Multi-Discriminator Adversarial Convolutional Network for Nerve Fiber Segmentation in Confocal Corneal Microscopy Images. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Enting Gao, Hui Jiang, Zhibang Zhou, Changxing Yang, Muyang Chen, Weifang Zhu, Fei Shi, Xinjian Chen, Jian Zheng, Yun Bian, Dehui Xiang
Automatic multi-tissue segmentation in pancreatic pathological images with selected multi-scale attention network. Comput. Biol. Medicine 151 (Part) (2022)
Jiahuan Song, Xinjian Chen, Qianlong Zhu, Fei Shi, Dehui Xiang, Zhongyue Chen, Ying Fan, Lingjiao Pan, Weifang Zhu
Global and Local Feature Reconstruction for Medical Image Segmentation. IEEE Trans. Medical Imaging 41 (9) (2022)
Yanqing Ye, Xinjian Chen, Fei Shi, Dehui Xiang, Lingjiao Pan, Weifang Zhu
Context attention-and-fusion network for multiclass retinal fluid segmentation in OCT images. Medical Imaging: Image Processing (2021)
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
Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images. IEEE Trans. Medical Imaging 40 (4) (2021)
Mulin Cai, Dehui Xiang, Shengxue Pan, Fei Shi, Weifang Zhu, Xinjian Chen, Bei Tian
A generative adversarial framework for capillary non-perfusion regions segmentation in fundus fluorescein angiograms. Medical Imaging: Image Processing (2021)
Yunzhen Peng, Xinjian Chen, Dehui Xiang, Gaohui Luo, Mulin Cai
Keypoint matching networks for longitudinal fundus image affine registration. Medical Imaging: Image Processing (2021)
Changxing Yang, Dehui Xiang, Yun Bian, Jianping Lu, Hui Jiang, Jianming Zheng
Gland segmentation in pancreas histopathology images based on selective multi-scale attention. Medical Imaging: Image Processing (2021)
Qingquan Meng, Chang Zuo, Fei Shi, Weifang Zhu, Dehui Xiang, Haoyu Chen, Xinjian Chen
Three-dimensional choroid neovascularization growth prediction from longitudinal retinal OCT images based on a hybrid model. Pattern Recognit. Lett. 146 (2021)
Shengxue Pan, Dehui Xiang, Yun Bian, Jianping Lu, Hui Jiang, Jian Zheng
Automatic pancreas segmentation in abdominal CT image with contrast enhancement block. Medical Imaging: Image Processing (2021)
Weiwei Cao, Jian Zheng, Dehui Xiang, Saisai Ding, Haotian Sun, Xiaodong Yang, Zhaobang Liu, Yakang Dai
Edge and neighborhood guidance network for 2D medical image segmentation. Biomed. Signal Process. Control. 69 (2021)
Xuena Cheng, Xinjian Chen, Shuanglang Feng, Weifang Zhu, Dehui Xiang, Qiuying Chen, Xun Xu, Ying Fan, Fei Shi
Group-wise attention fusion network for choroid segmentation in OCT images. Medical Imaging: Image Processing (2020)
Changxing Yang, Haihong Tian, Dehui Xiang, Fei Shi, Weifang Zhu, Xinjian Chen
Automatic lung segmentation in low-dose CT image with contrastive attention module. Medical Imaging: Image Processing (2020)
Shuanglang Feng, Heming Zhao, Fei Shi, Xuena Cheng, Meng Wang, Yuhui Ma, Dehui Xiang, Weifang Zhu, Xinjian Chen
CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation. IEEE Trans. Medical Imaging 39 (10) (2020)
Haihong Tian, Dehui Xiang, Weifang Zhu, Fei Shi, Xinjian Chen
Fully convolutional network with sparse feature-maps composition for automatic lung tumor segmentation from PET images. Medical Imaging: Image Processing (2020)
Lingjiao Pan, Fei Shi, Dehui Xiang, Kai Yu, Luwen Duan, Jian Zheng, Xinjian Chen
OCTRexpert: A Feature-Based 3D Registration Method for Retinal OCT Images. IEEE Trans. Image Process. 29 (2020)
Xiaoling Yang, Xinjian Chen, Dehui Xiang
Attention-guided channel to pixel convolution network for retinal layer segmentation with choroidal neovascularization. Medical Imaging: Image Processing (2020)
Geng Chen, Dehui Xiang, Bin Zhang, Haihong Tian, Xiaoling Yang, Fei Shi, Weifang Zhu, Bei Tian, Xinjian Chen
Automatic Pathological Lung Segmentation in Low-Dose CT Image Using Eigenspace Sparse Shape Composition. IEEE Trans. Medical Imaging 38 (7) (2019)
Lichun Zhang, Dehui Xiang, Chao Jin, Fei Shi, Kai Yu, Xinjian Chen
OIPAV: an Integrated Software System for Ophthalmic Image Processing, Analysis, and Visualization. J. Digit. Imaging 32 (1) (2019)
Geng Chen, Dehui Xiang, Haihong Tian, Bin Zhang, Weifang Zhu, Fei Shi, Xinjian Chen
Active shape dictionary for automatic segmentation of pathological lung in low-dose CT image. Medical Imaging: Image Processing (2019)
Yibiao Rong, Dehui Xiang, Weifang Zhu, Kai Yu, Fei Shi, Zhun Fan, Xinjian Chen
Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Keling Fei, Kezhen Fei, Dehui Xiang, Shusen Tang, Wei Wang, Xu Wang
Automatic Detection of Conversion Blindness on Functional Brain Network Information. BIBM (2019)
Haihong Tian, Geng Chen, Dehui Xiang, Xinjian Chen
Simultaneous and automatic two surface detection of renal cortex in 3D CT images by enhanced sparse shape composition. Medical Imaging: Image Processing (2019)
Dehui Xiang, Geng Chen, Fei Shi, Weifang Zhu, Qinghuai Liu, Songtao Yuan, Xinjian Chen
Automatic Retinal Layer Segmentation of OCT Images With Central Serous Retinopathy. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Dehui Xiang, Haihong Tian, Xiaoling Yang, Fei Shi, Weifang Zhu, Haoyu Chen, Xinjian Chen
Automatic Segmentation of Retinal Layer in OCT Images With Choroidal Neovascularization. IEEE Trans. Image Process. 27 (12) (2018)
Bolan Yang, Dehui Xiang, Feihong Yu, Xinjian Chen
Lung tumor segmentation based on multi-scale template matching and region growing. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
HaoXuan Ni, Jinzuo Ye, Dehui Xiang, Yang Du, Xinjian Chen, Deihui Xiang, Jie Tian
A fast reconstruction algorithm for fluorescence molecular tomography via multipath subspace pursuit method. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Yibiao Rong, Kai Yu, Dehui Xiang, Weifang Zhu, Zhun Fan, Xinjian Chen
Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming. COMPAY/OMIA@MICCAI (2018)
Li Li, Dehui Xiang, Jinzuo Ye, Yang Du, Xinjian Chen, Jie Tian
Evaluation of chemotherapeutic response of temozolomide in orthotopic glioma using bioluminescence tomography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Shuxia Zhu, Fei Shi, Dehui Xiang, Weifang Zhu, Haoyu Chen, Xinjian Chen
Choroid Neovascularization Growth Prediction With Treatment Based on Reaction-Diffusion Model in 3-D OCT Images. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Dehui Xiang, Ulas Bagci, Chao Jin, Fei Shi, Weifang Zhu, Jianhua Yao, Milan Sonka, Xinjian Chen
CorteXpert: A model-based method for automatic renal cortex segmentation. Medical Image Anal. 42 (2017)
Ivica Kopriva, Wei Ju, Bin Zhang, Fei Shi, Dehui Xiang, Kai Yu, Ximing Wang, Ulas Bagci, Xinjian Chen
Single-Channel Sparse Non-Negative Blind Source Separation Method for Automatic 3-D Delineation of Lung Tumor in PET Images. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Qiangding Wei, Fei Shi, Weifang Zhu, Dehui Xiang, Haoyu Chen, Xinjian Chen
Nonrigid registration of 3D longitudinal optical coherence tomography volumes with choroidal neovascularization. Medical Imaging: Image Processing (2017)
Jingyun Guo, Weifang Zhu, Fei Shi, Dehui Xiang, Haoyu Chen, Xinjian Chen
A Framework for Classification and Segmentation of Branch Retinal Artery Occlusion in SD-OCT. IEEE Trans. Image Process. 26 (7) (2017)
Dehui Xiang, Geng Chen, Fei Shi, Weifang Zhu, Xinjian Chen
Automatic Retinal Layer Segmentation Based on Live Wire for Central Serous Retinopathy. FIFI/OMIA@MICCAI (2017)
Kai Yu, Xinjian Chen, Fei Shi, Weifang Zhu, Bin Zhang, Dehui Xiang
A novel 3D graph cut based co-segmentation of lung tumor on PET-CT images with Gaussian mixture models. Medical Imaging: Image Processing (2016)
Wei Ju, Dehui Xiang, Bin Zhang, Lirong Wang, Ivica Kopriva, Xinjian Chen
Correction to "Random Walk and Graph Cut for Co-Segmentation of Lung Tumor on PET-CT Images". IEEE Trans. Image Process. 25 (3) (2016)
Chao Jin, Fei Shi, Dehui Xiang, Xueqing Jiang, Bin Zhang, Ximing Wang, Weifang Zhu, Enting Gao, Xinjian Chen
3D Fast Automatic Segmentation of Kidney Based on Modified AAM and Random Forest. IEEE Trans. Medical Imaging 35 (6) (2016)
Jianjun Fei, Weifang Zhu, Fei Shi, Dehui Xiang, Xiao Lin, Lei Yang, Xinjian Chen
Automatic choroid cells segmentation and counting in fluorescence microscopic image. Medical Imaging: Digital Pathology (2016)
Shuxia Zhu, Xinjian Chen, Fei Shi, Dehui Xiang, Weifang Zhu, Haoyu Chen
3D choroid neovascularization growth prediction based on reaction-diffusion model. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Dehui Xiang, Xueqing Jiang, Fei Shi, Weifang Zhu, Xinjian Chen
Liver recognition based on statistical shape model in CT images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Xueqing Jiang, Dehui Xiang, Bin Zhang, Fei Shi, Xinjian Chen
Automatic co-segmentation of lung tumor based on random forest in PET-CT images. Medical Imaging: Image Processing (2016)
Fei Shi, Xinjian Chen, Heming Zhao, Weifang Zhu, Dehui Xiang, Enting Gao, Milan Sonka, Haoyu Chen
Automated 3-D Retinal Layer Segmentation of Macular Optical Coherence Tomography Images With Serous Pigment Epithelial Detachments. IEEE Trans. Medical Imaging 34 (2) (2015)
Guodong Li, Xinjian Chen, Fei Shi, Weifang Zhu, Jie Tian, Dehui Xiang
Automatic Liver Segmentation Based on Shape Constraints and Deformable Graph Cut in CT Images. IEEE Trans. Image Process. 24 (12) (2015)
Zhuli Sun, Fei Shi, Dehui Xiang, Haoyu Chen, Xinjian Chen
Automated segmentation of serous pigment epithelium detachment in SD-OCT images. Medical Imaging: Image Processing (2015)
Wei Ju, Dehui Xiang, Bin Zhang, Xinjian Chen
Graph cut based co-segmentation of lung tumor in PET-CT images. Medical Imaging: Image Processing (2015)
Liyun Wang, Weifang Zhu, Jianping Liao, Dehui Xiang, Chao Jin, Haoyu Chen, Xinjian Chen
Support vector machine based IS/OS disruption detection from SD-OCT images. Medical Imaging: Image Processing (2014)
Chao Jin, Dehui Xiang, Xinjian Chen
Renal cortex localization by combining 3D Generalized Hough Transform and 3D Active Appearance Models. ISBI (2014)
Jian Zheng, Pei-Rong Lu, Dehui Xiang, Yakang Dai, Zhaobang Liu, Duojie Kuai, Hui Xue, Yue-Tao Yang
Retinal Image Graph-Cut Segmentation Algorithm Using Multiscale Hessian-Enhancement-Based Nonlocal Mean Filter. Comput. Math. Methods Medicine 2013 (2013)
Guodong Li, Dehui Xiang, Fei Yang, Xiaonan Wan, Xin Yang, Jie Tian
Automatic detection of retinal vascular bifurcations and crossovers based on isotropy and anisotropy. Medical Imaging: Image Processing (2013)
Dehui Xiang, Xinjian Chen, Chao Jin
Fast Renal Cortex Localization by Combining Generalized Hough Transform and Active Appearance Models. Abdominal Imaging (2013)
Fei Yang, Qingde Li, Dehui Xiang, Yong Cao, Jie Tian
A Versatile Optical Model for Hybrid Rendering of Volume Data. IEEE Trans. Vis. Comput. Graph. 18 (6) (2012)
Dehui Xiang, Jie Tian, Kexin Deng, Xing Zhang, Fei Yang, Xiaonan Wan
Retinal vessel extraction by combining radial symmetry transform and iterated graph cuts. EMBC (2011)
Dehui Xiang, Jie Tian, Fei Yang, Qi Yang, Xing Zhang, Qingde Li, Xin Liu
Skeleton Cuts - An Efficient Segmentation Method for Volume Rendering. IEEE Trans. Vis. Comput. Graph. 17 (9) (2011)
Xing Zhang, Jie Tian, Dehui Xiang, Xiuli Li, Kexin Deng
Interactive liver tumor segmentation from ct scans using support vector classification with watershed. EMBC (2011)
Xing Zhang, Jie Tian, Dehui Xiang, Yongfang Wu
Interactive segmentation method with graph cut and SVMs. Medical Imaging: Image Processing (2010)