Interactive segmentation method with graph cut and SVMs. - Xing Zhang; Jie Tian 001; Dehui Xiang; Yongfang Wu (Image Processing, 2010)

Retinal vessel extraction by combining radial symmetry transform and iterated graph cuts. - Dehui Xiang; Jie Tian 001; Kexin Deng; Xing Zhang; Fei Yang; Xiaonan Wan (EMBC, 2011)

Interactive liver tumor segmentation from ct scans using support vector classification with watershed. - Xing Zhang; Jie Tian 001; Dehui Xiang; Xiuli Li; Kexin Deng (EMBC, 2011)

Skeleton Cuts - An Efficient Segmentation Method for Volume Rendering. - Dehui Xiang; Jie Tian 001; Fei Yang; Qi Yang; Xing Zhang; Qingde Li; Xin Liu (IEEE Trans. Vis. Comput. Graph., 2011)

A Versatile Optical Model for Hybrid Rendering of Volume Data. - Fei Yang; Qingde Li; Dehui Xiang; Yong Cao 003; Jie Tian 001 (IEEE Trans. Vis. Comput. Graph., 2012)

Fast Renal Cortex Localization by Combining Generalized Hough Transform and Active Appearance Models. - Dehui Xiang; Xinjian Chen 001; Chao Jin (Abdominal Imaging, 2013)

Automatic detection of retinal vascular bifurcations and crossovers based on isotropy and anisotropy. - Guodong Li; Dehui Xiang; Fei Yang; Xiaonan Wan; Xin Yang 001; Jie Tian 001 (Image Processing, 2013)

Retinal Image Graph-Cut Segmentation Algorithm Using Multiscale Hessian-Enhancement-Based Nonlocal Mean Filter. - Jian Zheng 001; Pei-Rong Lu; Dehui Xiang; Yakang Dai; Zhaobang Liu; Duojie Kuai; Hui Xue; Yue-Tao Yang (Comput. Math. Methods Medicine, 2013)

Renal cortex localization by combining 3D Generalized Hough Transform and 3D Active Appearance Models. - Chao Jin; Dehui Xiang; Xinjian Chen 001 (ISBI, 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 002; Xinjian Chen 001 (Image Processing, 2014)

Graph cut based co-segmentation of lung tumor in PET-CT images. - Wei Ju 002; Dehui Xiang; Bin Zhang 049; Xinjian Chen 001 (Image Processing, 2015)

Automated segmentation of serous pigment epithelium detachment in SD-OCT images. - Zhuli Sun; Fei Shi; Dehui Xiang; Haoyu Chen 002; Xinjian Chen 001 (Image Processing, 2015)

Random Walk and Graph Cut for Co-Segmentation of Lung Tumor on PET-CT Images. - Wei Ju 002; Deihui Xiang; Bin Zhang 049; Lirong Wang; Ivica Kopriva; Xinjian Chen 001 (IEEE Trans. Image Process., 2015)

Automatic Liver Segmentation Based on Shape Constraints and Deformable Graph Cut in CT Images. - Guodong Li; Xinjian Chen 001; Fei Shi; Weifang Zhu; Jie Tian 001; Dehui Xiang (IEEE Trans. Image Process., 2015)

Automated 3-D Retinal Layer Segmentation of Macular Optical Coherence Tomography Images With Serous Pigment Epithelial Detachments. - Fei Shi; Xinjian Chen 001; Heming Zhao; Weifang Zhu; Dehui Xiang; Enting Gao; Milan Sonka; Haoyu Chen 002 (IEEE Trans. Medical Imaging, 2015)

Liver recognition based on statistical shape model in CT images. - Dehui Xiang; Xueqing Jiang; Fei Shi; Weifang Zhu; Xinjian Chen 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

3D choroid neovascularization growth prediction based on reaction-diffusion model. - Shuxia Zhu; Xinjian Chen 001; Fei Shi; Dehui Xiang; Weifang Zhu; Haoyu Chen 002 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 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 001 (Digital Pathology, 2016)

Automatic co-segmentation of lung tumor based on random forest in PET-CT images. - Xueqing Jiang; Dehui Xiang; Bin Zhang 049; Fei Shi; Xinjian Chen 001 (Image Processing, 2016)

A novel 3D graph cut based co-segmentation of lung tumor on PET-CT images with Gaussian mixture models. - Kai Yu 009; Xinjian Chen 001; Fei Shi; Weifang Zhu; Bin Zhang 049; Dehui Xiang (Image Processing, 2016)

Correction to "Random Walk and Graph Cut for Co-Segmentation of Lung Tumor on PET-CT Images". - Wei Ju 002; Dehui Xiang; Bin Zhang 049; Lirong Wang; Ivica Kopriva; Xinjian Chen 001 (IEEE Trans. Image Process., 2016)

3D Fast Automatic Segmentation of Kidney Based on Modified AAM and Random Forest. - Chao Jin; Fei Shi; Dehui Xiang; Xueqing Jiang; Bin Zhang 049; Ximing Wang; Weifang Zhu; Enting Gao; Xinjian Chen 001 (IEEE Trans. Medical Imaging, 2016)

Automatic Retinal Layer Segmentation Based on Live Wire for Central Serous Retinopathy. - Dehui Xiang; Geng Chen; Fei Shi; Weifang Zhu; Xinjian Chen 001 (FIFI/OMIA@MICCAI, 2017)

Nonrigid registration of 3D longitudinal optical coherence tomography volumes with choroidal neovascularization. - Qiangding Wei; Fei Shi; Weifang Zhu; Dehui Xiang; Haoyu Chen 002; Xinjian Chen 001 (Image Processing, 2017)

CorteXpert: A model-based method for automatic renal cortex segmentation. - Dehui Xiang; Ulas Bagci; Chao Jin; Fei Shi; Weifang Zhu; Jianhua Yao 001; Milan Sonka; Xinjian Chen 001 (Medical Image Anal., 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 002; Xinjian Chen 001 (IEEE Trans. Image Process., 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 002; Bin Zhang 049; Fei Shi; Dehui Xiang; Kai Yu 009; Ximing Wang; Ulas Bagci; Xinjian Chen 001 (IEEE J. Biomed. Health Informatics, 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 002; Xinjian Chen 001 (IEEE J. Biomed. Health Informatics, 2017)

Evaluation of chemotherapeutic response of temozolomide in orthotopic glioma using bioluminescence tomography. - Li Li; Dehui Xiang; Jinzuo Ye; Yang Du; Xinjian Chen 001; Jie Tian 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

A fast reconstruction algorithm for fluorescence molecular tomography via multipath subspace pursuit method. - HaoXuan Ni; Jinzuo Ye; Dehui Xiang; Yang Du; Xinjian Chen 001; Deihui Xiang; Jie Tian 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

A fast reconstruction algorithm for fluorescence molecular tomography via multipath subspace pursuit method. - HaoXuan Ni; Jinzuo Ye; Dehui Xiang; Yang Du; Xinjian Chen 001; Deihui Xiang; Jie Tian 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Lung tumor segmentation based on multi-scale template matching and region growing. - Bolan Yang; Dehui Xiang; Feihong Yu; Xinjian Chen 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming. - Yibiao Rong; Kai Yu 009; Dehui Xiang; Weifang Zhu; Zhun Fan; Xinjian Chen 001 (COMPAY/OMIA@MICCAI, 2018)

Automatic Segmentation of Retinal Layer in OCT Images With Choroidal Neovascularization. - Dehui Xiang; Haihong Tian; Xiaoling Yang; Fei Shi; Weifang Zhu; Haoyu Chen 002; Xinjian Chen 001 (IEEE Trans. Image Process., 2018)

Automatic Detection of Conversion Blindness on Functional Brain Network Information. - Keling Fei; Kezhen Fei; Dehui Xiang; Shusen Tang; Wei Wang; Xu Wang (BIBM, 2019)

Active shape dictionary for automatic segmentation of pathological lung in low-dose CT image. - Geng Chen; Dehui Xiang; Haihong Tian; Bin Zhang 049; Weifang Zhu; Fei Shi; Xinjian Chen 001 (Image Processing, 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 001 (Image Processing, 2019)

OIPAV: an Integrated Software System for Ophthalmic Image Processing, Analysis, and Visualization. - Lichun Zhang; Dehui Xiang; Chao Jin; Fei Shi; Kai Yu 009; Xinjian Chen 001 (J. Digit. Imaging, 2019)

Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks. - Yibiao Rong; Dehui Xiang; Weifang Zhu; Kai Yu 009; Fei Shi; Zhun Fan; Xinjian Chen 001 (IEEE J. Biomed. Health Informatics, 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 001 (IEEE J. Biomed. Health Informatics, 2019)

Automatic Pathological Lung Segmentation in Low-Dose CT Image Using Eigenspace Sparse Shape Composition. - Geng Chen; Dehui Xiang; Bin Zhang 049; Haihong Tian; Xiaoling Yang; Fei Shi; Weifang Zhu; Bei Tian; Xinjian Chen 001 (IEEE Trans. Medical Imaging, 2019)

Group-wise attention fusion network for choroid segmentation in OCT images. - Xuena Cheng; Xinjian Chen 001; Shuanglang Feng; Weifang Zhu; Dehui Xiang; Qiuying Chen; Xun Xu; Ying Fan; Fei Shi (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 001 (Image Processing, 2020)

Attention-guided channel to pixel convolution network for retinal layer segmentation with choroidal neovascularization. - Xiaoling Yang; Xinjian Chen 001; Dehui Xiang (Image Processing, 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 001 (Image Processing, 2020)

OCTRexpert: A Feature-Based 3D Registration Method for Retinal OCT Images. - Lingjiao Pan; Fei Shi; Dehui Xiang; Kai Yu 009; Luwen Duan; Jian Zheng 001; Xinjian Chen 001 (IEEE Trans. Image Process., 2020)

CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation. - Shuanglang Feng; Heming Zhao; Fei Shi; Xuena Cheng; Meng Wang 038; Yuhui Ma; Dehui Xiang; Weifang Zhu; Xinjian Chen 001 (IEEE Trans. Medical Imaging, 2020)

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 001; Bei Tian (Image Processing, 2021)

Automatic pancreas segmentation in abdominal CT image with contrast enhancement block. - Shengxue Pan; Dehui Xiang; Yun Bian; Jianping Lu; Hui Jiang; Jian Zheng 001 (Image Processing, 2021)

Keypoint matching networks for longitudinal fundus image affine registration. - Yunzhen Peng; Xinjian Chen 001; Dehui Xiang; Gaohui Luo; Mulin Cai (Image Processing, 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 (Image Processing, 2021)

Context attention-and-fusion network for multiclass retinal fluid segmentation in OCT images. - Yanqing Ye; Xinjian Chen 001; Fei Shi; Dehui Xiang; Lingjiao Pan; Weifang Zhu (Image Processing, 2021)

Edge and neighborhood guidance network for 2D medical image segmentation. - Weiwei Cao; Jian Zheng 001; Dehui Xiang; Saisai Ding; Haotian Sun; Xiaodong Yang 005; Zhaobang Liu; Yakang Dai (Biomed. Signal Process. Control., 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 002; Xinjian Chen 001 (Pattern Recognit. Lett., 2021)

Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images. - Meng Wang 038; Weifang Zhu; Kai Yu 009; Zhongyue Chen; Fei Shi; Yi Zhou 024; Yuhui Ma; Yuanyuan Peng; Dengsen Bao; Shuanglang Feng; Lei Ye; Dehui Xiang; et al. (IEEE Trans. Medical Imaging, 2021)

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 001; Jian Zheng 001; Yun Bian; Dehui Xiang (Comput. Biol. Medicine, 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 001; Fei Shi (IEEE J. Biomed. Health Informatics, 2022)

Global and Local Feature Reconstruction for Medical Image Segmentation. - Jiahuan Song; Xinjian Chen 001; Qianlong Zhu; Fei Shi; Dehui Xiang; Zhongyue Chen; Ying Fan; Lingjiao Pan; Weifang Zhu (IEEE Trans. Medical Imaging, 2022)

Contrast Uncertainty Domain Alignment for Cross-Domain Pancreatic Image Segmentation. - Ligang Fan; Yun Bian; Weifang Zhu; Fei Shi; Xinjian Chen 001; Chengwei Shao; Dehui Xiang (ISBI, 2023)

Enhanced pooling-convolution for pathological image multi-class segmentation. - Hao Wu; Xinjian Chen 001; Weifang Zhu; Fei Shi; Dehui Xiang (Digital and Computational Pathology, 2023)

Category feature reconstruction for pathological image segmentation. - Zhibang Zhou; Dehui Xiang; Fei Shi; Weifang Zhu; Xinjian Chen 001 (Digital and Computational Pathology, 2023)

A two-stage unsupervised domain adaptation method for OCT image segmentation. - Shengyong Diao; Xinjian Chen 001; Dehui Xiang; Weifang Zhu; Yin Fan; Fei Shi (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 001 (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 001 (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 001; Fei Shi; Dehui Xiang (Image Processing, 2023)

Meta-learning-based retinal pathology classification from optical coherence tomography images. - Ziting Yin; Xinjian Chen 001; Weifang Zhu; Dehui Xiang; Qing Peng; Fei Shi (Image Processing, 2023)

Pancreatic CT image segmentation based on transfer learning. - Xiaoyi Zhu; Dehui Xiang; Fei Shi; Weifang Zhu; Xinjian Chen 001 (Image Processing, 2023)

Modality-Specific Segmentation Network for Lung Tumor Segmentation in PET-CT Images. - Dehui Xiang; Bin Zhang 049; Yuxuan Lu 004; Shengming Deng (IEEE J. Biomed. Health Informatics, 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 001; Bei Tian (IEEE Trans. Medical Imaging, 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 001; Chengwei Shao; Dehui Xiang (Biomed. Signal Process. Control., 2023)

OCT2Former: A retinal OCT-angiography vessel segmentation transformer. - Xiao Tan; Xinjian Chen 001; Qingquan Meng; Fei Shi; Dehui Xiang; Zhongyue Chen; Lingjiao Pan; Weifang Zhu (Comput. Methods Programs Biomed., 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 001; Qing Peng; Fei Shi (Biomed. Signal Process. Control., 2023)

Self-Guided Optimization Semi-Supervised Method for Joint Segmentation of Macular Hole and Cystoid Macular Edema in Retinal OCT Images. - Meng Wang 038; Tian Lin; Yuanyuan Peng; Weifang Zhu; Yi Zhou 024; Fei Shi; Kai Yu 009; Qingquan Meng; Yong Liu 026; Zhongyue Chen; Yuhe Shen; Dehui Xiang; et al. (IEEE Trans. Biomed. Eng., 2023)

Interactive Skin Wound Segmentation Based on Feature Augment Networks. - Pengfei Zhang; Xinjian Chen 001; Ziting Yin; Xin Zhou; Qingxin Jiang; Weifang Zhu; Dehui Xiang; Yun Tang; Fei Shi (IEEE J. Biomed. Health Informatics, 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 001 (Biomed. Signal Process. Control., 2023)

Improving deep learning based segmentation of scars using multi-view images. - Jian Zhou; Yuqing Dai; Dongmei Liu; Weifang Zhu; Dehui Xiang; Xinjian Chen 001; Fei Shi; Wentao Xia (Biomed. Signal Process. Control., 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 001; Tao Peng 013; Xinjian Chen 001 (CoRR, 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 001; Dehui Xiang (IEEE Trans. Image Process., 2024)

Dual-Spatial Domain Generalization for Fundus Lesion Segmentation in Unseen Manufacturer's OCT Images. - Shichen Liao; Tao Peng 013; Haoyu Chen 002; Tian Lin; Weifang Zhu; Fei Shi; Xinjian Chen 001; Dehui Xiang (IEEE Trans. Biomed. Eng., 2024)

Cross-Modal Consistency for Single-Modal MR Image Segmentation. - Wenxuan Xu; Cangxin Li; Yun Bian; Qingquan Meng; Weifang Zhu; Fei Shi; Xinjian Chen 001; Chengwei Shao; Dehui Xiang (IEEE Trans. Biomed. Eng., 2024)

AMeta-FD: Adversarial Meta-learning for Few-shot retinal OCT image Despeckling. - Yi Zhou 024; Tao Peng 013; Thiara Sana Ahmed; Fei Shi; Weifang Zhu; Dehui Xiang; Leopold Schmetterer; Jianxin Jiang; Bingyao Tan; Xinjian Chen 001 (Comput. Medical Imaging Graph., 2025)

Multimodal machine learning enables AI chatbot to diagnose ophthalmic diseases and provide high-quality medical responses. - Ruiqi Ma; Qian Cheng; Jing Yao; Zhiyu Peng; Mingxu Yan; Jie Lu; Jingjing Liao; Lejin Tian; Wenjun Shu; Yunqiu Zhang; Jinghan Wang; Pengfei Jiang; et al. (npj Digit. Medicine, 2025)

Moment-Consistent Contrastive CycleGAN for Cross-Domain Pancreatic Image Segmentation. - Zhongyu Chen; Yun Bian; Erwei Shen; Ligang Fan; Weifang Zhu; Fei Shi; Chengwei Shao; Xinjian Chen 001; Dehui Xiang (IEEE Trans. Medical Imaging, 2025)

Unpaired Dual-Modal Image Complementation Learning for Single-Modal Medical Image Segmentation. - Dehui Xiang; Tao Peng 013; Yun Bian; Lang Chen; Jianbin Zeng; Fei Shi; Weifang Zhu; Xinjian Chen 001 (IEEE Trans. Biomed. Eng., 2025)