Xinjian Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 46

Top Topics

Attention Mechanism

Image Segmentation

Affine Registration

Top Venues

Medical Imaging: Image Processing

IEEE Trans. Medical Imaging

Biomed. Signal Process. Control.

Publications

Weiwei Cao, Jianfeng Guo, Xiaohui You, Yuxin Liu, Lei Li, Wenju Cui, Yuzhu Cao, Xinjian Chen, Jian Zheng
NeighborNet: Learning Intra- and Inter-Image Pixel Neighbor Representation for Breast Lesion Segmentation. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Yuanyuan Peng, Aidi Lin, Meng Wang, Tian Lin, Ke Zou, Yinglin Cheng, Tingkun Shi, Xuelong Li, Lixia Feng, Zhen Liang, Xinjian Chen, Huazhu Fu, Haoyu Chen
Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images. CoRR (2024)
Zhiwei Tan, Fei Shi, Yi Zhou, Jingcheng Wang, Meng Wang, Yuanyuan Peng, Kai Xu, Ming Liu, Xinjian Chen
A Multi-Scale Fusion and Transformer Based Registration Guided Speckle Noise Reduction for OCT Images. IEEE Trans. Medical Imaging 43 (1) (2024)
Ruifeng Wang, Guang Zhang, Xiaoming Xi, Longsheng Xu, Xiushan Nie, Jianhua Nie, Xianjing Meng, Yanwei Zhang, Xinjian Chen, Yilong Yin
Discriminative atoms embedding relation dual network for classification of choroidal neovascularization in OCT images. Pattern Recognit. 156 (2024)
Haotian Sun, Shandong Wu, Xinjian Chen, Ming Li, Lingji Kong, Xiaodong Yang, You Meng, Shuangqing Chen, Jian Zheng
SAH-NET: Structure-Aware Hierarchical Network for Clustered Microcalcification Classification in Digital Breast Tomosynthesis. IEEE Trans. Cybern. 54 (4) (2024)
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)
Meng Wang, Tian Lin, Lianyu Wang, Aidi Lin, Ke Zou, Xinxing Xu, Yi Zhou, Yuanyuan Peng, Qingquan Meng, Yiming Qian, Guoyao Deng, Zhiqun Wu, Junhong Chen, Jianhong Lin, Mingzhi Zhang, Weifang Zhu, Changqing Zhang, Xinjian Chen, Daoqiang Zhang, Rick Siow Mong Goh, Yong Liu, Chi Pui Pang, Haoyu Chen, Huazhu Fu
Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification. CoRR (2023)
Yuhe Shen, Jiang Li, Weifang Zhu, Kai Yu, Meng Wang, Yuanyuan Peng, Yi Zhou, Liling Guan, Xinjian Chen
Graph Attention U-Net for Retinal Layer Surface Detection and Choroid Neovascularization Segmentation in OCT Images. IEEE Trans. Medical Imaging 42 (11) (2023)
Ulas Bagci, Jayaram K. Udupa, Xinjian Chen, Drew A. Torigian, Alpay Medetalibeyoglu, Diwei Zhou, Li Bai
Object Localization Using Non-Euclidean Metrics. IoTaIS (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)
Zhiyu Peng, Ruiqi Ma, Yihan Zhang, Mingxu Yan, Jie Lu, Qian Cheng, Jingjing Liao, Yunqiu Zhang, Jinghan Wang, Yue Zhao, Jiang Zhu, Bing Qin, Qin Jiang, Fei Shi, Jiang Qian, Xinjian Chen, Chen Zhao
Development and evaluation of multimodal AI for diagnosis and triage of ophthalmic diseases using ChatGPT and anterior segment images: protocol for a two-stage cross-sectional study. Frontiers Artif. Intell. 6 (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)
Chenan Xu, Zhongyue Chen, Xiao Zhang, Yuanyuan Peng, Zhiwei Tan, Yu Fan, Xuelong Li, Haoyu Chen, Jiayan Shen, Xinjian Chen
Accurate C/D ratio estimation with elliptical fitting for OCT image based on joint segmentation and detection network. Comput. Biol. Medicine 160 (2023)
Jingcheng Xu, Zhuoshi Wang, Weifang Zhu, Yi Zhou, Yan Sun, Zhuang Li, Ming Liu, Wenhao Tan, Ling Xu, Xinjian Chen
UAU-Net: United Attention U-Shaped Network for the Segmentation of Pigment Deposits in Fundus Images of Retinitis Pigmentosa. OMIA@MICCAI (2023)
Xin Xu, Yingjie Chen, Fei Shi, Yi Zhou, Weifang Zhu, Song Gao, Muhammad Mateen, Xiaofeng Zhang, Xinjian Chen
Dual-Modality Grading of Keratoconus Severity Based on Corneal Topography and Clinical Indicators. OMIA@MICCAI (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)
Chenpu Yao, Meng Wang, Weifang Zhu, Haifan Huang, Fei Shi, Zhongyue Chen, Lianyu Wang, Tingting Wang, Yi Zhou, Yuanyuan Peng, Liangjiu Zhu, Haoyu Chen, Xinjian Chen
Joint Segmentation of Multi-Class Hyper-Reflective Foci in Retinal Optical Coherence Tomography Images. IEEE Trans. Biomed. Eng. 69 (4) (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)
Chao Guo, Weifang Zhu, Meng Wang, Ming Liu, Zhongyue Chen, Xinjian Chen
Acute branch retinal artery occlusion segmentation based on Bayes posterior probability and deep learning. Medical Imaging: Image Processing (2022)
Junyuan Zheng, Hongtao Ni, Min Sun, Xinjian Chen
Research and Implementation of Importing Distributed Cluster Data into Cloud Platform Based on JMS. TRIDENTCOM (2022)
Ting Wang, Weifang Zhu, Meng Wang, Lianyu Wang, Zhongyue Chen, Tian Lin, Haoyu Chen, Xinjian Chen
Multi-view-based automatic method for multiple diseases screening in retinal OCT images. Medical Imaging: Image Processing (2022)
Chao Guo, Weifang Zhu, Ting Wang, Tian Lin, Haoyu Chen, Xinjian Chen
Retinal OCT image report generation based on visual and semantic topic attention model. Medical Imaging: Image Processing (2022)
Gaohui Luo, Qianlong Zhu, Xinjian Chen, Fei Shi, Ying Fan, Jiamin Xie, Qiuying Chen, Lingjiao Pan, Weifang Zhu
SGCNet: a scale-aware and global context network for linear lesion segmentation in MCSL fundus images of high myopia. Medical Imaging: Image Processing (2021)
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)
Chenpu Yao, Weifang Zhu, Meng Wang, Liangjiu Zhu, Haifan Huang, Haoyu Chen, Xinjian Chen
SANet: a self-adaptive network for hyperreflective foci segmentation in retinal OCT images. Medical Imaging: Image Processing (2021)
Han Yang, Yihui Miu, Xinjian Chen, Baoqing Nie
3D Force Measurements and the Application in Handwriting Recognition. CISP-BMEI (2021)
Yuanyuan Peng, Weifang Zhu, Feng Chen, Xinjian Chen
Automated zone recognition for retinopathy of prematurity using deep neural network with attention mechanism and deep supervision strategy. Medical Imaging: Image Processing (2021)
Jiahuan Song, Xinjian Chen, Weifang Zhu
Cascaded multi-scale feature interaction for choroidal atrophy segmentation. Medical Imaging: Image Processing (2021)
Yichao Diao, Xinjian Chen, Ying Fan, Jiamin Xie, Qiuying Chen, Lingjiao Pan, Weifang Zhu
Segmentation of RBCC disruption and myopic stretch line in retinal OCT images using an improved U-shape network. Medical Imaging: Image Processing (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)
Mengying Zhao, Jialei Geng, Jinli Yan, Xinjian Chen, Baoqing Nie
A flexible 3D force sensor for handwriting recognition. CISP-BMEI (2021)
Qianlong Zhu, Gaohui Luo, Xinjian Chen, Fei Shi, Lingjiao Pan, Weifang Zhu
Joint optic disc and cup segmentation based on multi-module U-shaped network. Medical Imaging: Image Processing (2021)
Changqing Yang, Xinjian Chen, Jinzhu Su, Weifang Zhu, Qiuying Chen, Jiayi Yu, Ying Fan, Fei Shi
Segmentation of retinal detachment and retinoschisis in OCT images based on improved U-shaped network with cross-fusion global feature module. Medical Imaging: Image Processing (2021)