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ORCIDXinjian Chen 0001
Person information
- affiliation: Soochow University, School of Electronics and Information Engineering, State Key Laboratory of Radiation Medicine and Protection, Suzhou, China
- affiliation (former): University of Iowa, Department of Electrical and Computer Engineering, Iowa City, IA, USA
- affiliation (former): University of Pennsylvania, National Institutes of Health, Department of Radiology and Image Sciences, PA, USA
- affiliation (former): Microsoft Research Asia, China
- affiliation (PhD 2006): Chinese Academy of Sciences, Institute of Automation, Center for Biometrics and Security Research, Beijing, China
- affiliation (1997 - 2001): Central South University of Technology, Changsha, China
Other persons with the same name
- Xinjian Chen 0002 — Tsinghua University, Department of Automation, Broadband Networks and Digital Media Laboratory, Beijing, China (and 1 more)
- Xinjian Chen 0003 — Southwest Florida Water Management District, Tampa, FL, USA
- Xinjian Chen 0004
![[0000-0001-5770-5640]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-5770-5640")
— South China Agricultural University, College of Mathematics and Informatics, Guangzhou, China - Xinjian Chen 0005 — CPFL (Companhia Paulista de Forca e Luz) Renewables, Campinas, SP, Brazil
- Xinjian Chen 0006 — Nanchang Vocational University, Nanchang, China
- Xinjian Chen 0007 — Xiamen University, School of Informatics, China
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2020 – today
- 2024
[j79]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: 106254 (2024)- [j78]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: 110757 (2024) - [j77]Wenxuan Xu, Cangxin Li, Yun Bian, Qingquan Meng, Weifang Zhu, Fei Shi, Xinjian Chen, Chengwei Shao, Dehui Xiang:
Cross-Modal Consistency for Single-Modal MR Image Segmentation. IEEE Trans. Biomed. Eng. 71(9): 2557-2567 (2024) - [j76]Shichen Liao, Tao Peng, Haoyu Chen, Tian Lin, Weifang Zhu, Fei Shi, Xinjian Chen, Dehui Xiang:
Dual-Spatial Domain Generalization for Fundus Lesion Segmentation in Unseen Manufacturer's OCT Images. IEEE Trans. Biomed. Eng. 71(9): 2789-2799 (2024) - [j75]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): 2345-2357 (2024) - [j74]Minghao Xu, Chenbin Zhao, Xueguan Liu, Xinjian Chen, Baoqing Nie:
A Flexible Wireless Pressure Sensor Based on UHF RFID Technology. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j73]Lang Chen, Yun Bian, Jianbin Zeng, Qingquan Meng, Weifang Zhu, Fei Shi, Chengwei Shao, Xinjian Chen, Dehui Xiang:
Style Consistency Unsupervised Domain Adaptation Medical Image Segmentation. IEEE Trans. Image Process. 33: 4882-4895 (2024) - [j72]Yibiao Rong, Tian Lin, Haoyu Chen, Zhun Fan, Xinjian Chen:
Searching Discriminative Regions for Convolutional Neural Networks in Fundus Image Classification With Genetic Algorithms. IEEE Trans. Image Process. 33: 5949-5958 (2024) - [j71]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): 4761-4771 (2024) - [j70]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): 473-488 (2024) - [c120]Xuchen Hao, Weifang Zhu, Xinjian Chen:
RER-Net: Refractive Error Regression Network for Multi-Angle Eccentric Photorefraction Pupil Images. ISBI 2024: 1-5 - [i7]Meng Wang, Tian Lin, Aidi Lin, Kai Yu, Yuanyuan Peng, Lianyu Wang, Cheng Chen, Ke Zou, Huiyu Liang, Man Chen, Xue Yao, Meiqin Zhang, Binwei Huang, Chaoxin Zheng, Peixin Zhang, Wei Chen, Yilong Luo, Yifan Chen, Honghe Xia, Tingkun Shi, Qi Zhang, Jinming Guo, Xiaolin Chen, Jingcheng Wang, Yih Chung Tham, Dianbo Liu, Wendy Wong, Sahil Thakur, Beau Fenner, Danqi Fang, Siying Liu, Qingyun Liu, Yuqiang Huang, Hongqiang Zeng, Yanda Meng, Yukun Zhou, Zehua Jiang, Minghui Qiu, Changqing Zhang, Xinjian Chen, Sophia Y. Wang, Cecilia S. Lee, Lucia Sobrin, Carol Y. Cheung, Chi Pui Pang, Pearse A Keane, Ching-Yu Cheng, Haoyu Chen, Huazhu Fu:
Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases. CoRR abs/2406.09317 (2024) - [i6]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 abs/2406.16942 (2024) - [i5]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 abs/2407.06612 (2024) - 2023
- [j69]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: 104516 (2023) - [j68]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: 104810 (2023) - [j67]Chenan Xu, Zhongyue Chen, Xiao Zhang, Yuanyuan Peng, Zhiwei Tan, Yu Fan, Xulong 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: 106903 (2023) - [j66]Xiao Tan, Xinjian Chen, Qingquan Meng, Fei Shi, Dehui Xiang, Zhongyue Chen, Lingjiao Pan, Weifang Zhu:
OCT2Former: A retinal OCT-angiography vessel segmentation transformer. Comput. Methods Programs Biomed. 233: 107454 (2023) - [j65]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) - [j64]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): 2013-2024 (2023) - [j63]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): 3467-3477 (2023) - [j62]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): 713-725 (2023) - [j61]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): 3140-3154 (2023) - [c119]Ulas Bagci, Jayaram K. Udupa, Xinjian Chen, Drew A. Torigian, Alpay Medetalibeyoglu, Diwei Zhou, Li Bai:
Object Localization Using Non-Euclidean Metrics. IoTaIS 2023: 1-7 - [c118]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: 1-5 - [c117]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: 52-61 - [c116]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: 102-111 - [c115]Hao Wu, Xinjian Chen, Weifang Zhu, Fei Shi, Dehui Xiang:
Enhanced pooling-convolution for pathological image multi-class segmentation. Digital and Computational Pathology 2023 - [c114]Zhibang Zhou, Dehui Xiang, Fei Shi, Weifang Zhu, Xinjian Chen:
Category feature reconstruction for pathological image segmentation. Digital and Computational Pathology 2023 - [c113]Shengyong Diao, Xinjian Chen, Dehui Xiang, Weifang Zhu, Yin Fan, Fei Shi:
A two-stage unsupervised domain adaptation method for OCT image segmentation. Image Processing 2023 - [c112]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. Image Processing 2023 - [c111]Ling Liu, Yuanyuan Peng, Dehui Xiang, Fei Shi, Xinjian Chen:
Multi-modality network based on CGAN and attention mechanism for glaucoma grading. Image Processing 2023 - [c110]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. Image Processing 2023 - [c109]Ziting Yin, Xinjian Chen, Weifang Zhu, Dehui Xiang, Qing Peng, Fei Shi:
Meta-learning-based retinal pathology classification from optical coherence tomography images. Image Processing 2023 - [c108]Xiaoyi Zhu, Dehui Xiang, Fei Shi, Weifang Zhu, Xinjian Chen:
Pancreatic CT image segmentation based on transfer learning. Image Processing 2023 - [i4]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 abs/2304.03981 (2023) - 2022
- [j60]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): 106228 (2022) - [j59]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): 1349-1358 (2022) - [j58]Yi Zhou, Kai Yu, Meng Wang, Yuhui Ma, Yuanyuan Peng, Zhongyue Chen, Weifang Zhu, Fei Shi, Xinjian Chen:
Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN. IEEE J. Biomed. Health Informatics 26(1): 139-150 (2022) - [j57]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): 648-659 (2022) - [j56]Jiahong Wei, Guijie Zhu, Zhun Fan, Jinchao Liu, Yibiao Rong, Jiajie Mo, Wenji Li, Xinjian Chen:
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm. IEEE Trans. Medical Imaging 41(2): 292-307 (2022) - [j55]Meng Wang, Weifang Zhu, Fei Shi, Jinzhu Su, Haoyu Chen, Kai Yu, Yi Zhou, Yuanyuan Peng, Zhongyue Chen, Xinjian Chen:
MsTGANet: Automatic Drusen Segmentation From Retinal OCT Images. IEEE Trans. Medical Imaging 41(2): 394-406 (2022) - [j54]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): 2273-2284 (2022) - [c107]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. Image Processing 2022 - [c106]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. Image Processing 2022 - [c105]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. Image Processing 2022 - [c104]Junyuan Zheng, Hongtao Ni, Min Sun, Xinjian Chen:
Research and Implementation of Importing Distributed Cluster Data into Cloud Platform Based on JMS. TRIDENTCOM 2022: 73-83 - 2021
- [j53]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: 108-114 (2021) - [j52]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): 1168-1183 (2021) - [j51]Yuanyuan Peng, Weifang Zhu, Zhongyue Chen, Meng Wang, Le Geng, Kai Yu, Yi Zhou, Ting Wang, Daoman Xiang, Feng Chen, Xinjian Chen:
Automatic Staging for Retinopathy of Prematurity With Deep Feature Fusion and Ordinal Classification Strategy. IEEE Trans. Medical Imaging 40(7): 1750-1762 (2021) - [c103]Han Yang, Yihui Miu, Xinjian Chen, Baoqing Nie:
3D Force Measurements and the Application in Handwriting Recognition. CISP-BMEI 2021: 1-5 - [c102]Mengying Zhao, Jialei Geng, Jinli Yan, Xinjian Chen, Baoqing Nie:
A flexible 3D force sensor for handwriting recognition. CISP-BMEI 2021: 1-5 - [c101]Lianyu Wang, Zhongyue Chen, Meng Wang, Tingting Wang, Weifang Zhu, Xinjian Chen:
Cycle Adaptive Multi-Target Weighting Network For Automated Diabetic Retinopathy Segmentation. ISBI 2021: 1141-1144 - [c100]Tingting Wang, Weifang Zhu, Meng Wang, Zhongyue Chen, Xinjian Chen:
Cu-Segnet: Corneal Ulcer Segmentation Network. ISBI 2021: 1518-1521 - [c99]Yi Zhou, Jiang Li, Meng Wang, Weifang Zhu, Yuanyuan Peng, Zhongyue Chen, Lianyu Wang, Tingting Wang, Chenpu Yao, Ting Wang, Xinjian Chen:
High-Resolution Hierarchical Adversarial Learning for OCT Speckle Noise Reduction. MICCAI (6) 2021: 372-381 - [c98]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. Image Processing 2021 - [c97]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. Image Processing 2021 - [c96]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. Image Processing 2021 - [c95]Yunzhen Peng, Xinjian Chen, Dehui Xiang, Gaohui Luo, Mulin Cai:
Keypoint matching networks for longitudinal fundus image affine registration. Image Processing 2021 - [c94]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. Image Processing 2021 - [c93]Jiahuan Song, Xinjian Chen, Weifang Zhu:
Cascaded multi-scale feature interaction for choroidal atrophy segmentation. Image Processing 2021 - [c92]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. Image Processing 2021 - [c91]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. Image Processing 2021 - [c90]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. Image Processing 2021 - [c89]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. Image Processing 2021 - 2020
- [j50]Tao Peng, Thomas Canhao Xu, Yihuai Wang, Hailing Zhou, Sema Candemir, Wan Mimi Diyana Wan Zaki, Shanq-Jang Ruan, Jing Wang, Xinjian Chen:
Hybrid Automatic Lung Segmentation on Chest CT Scans. IEEE Access 8: 73293-73306 (2020) - [j49]Zhan Wu, Gonglei Shi, Yang Chen, Fei Shi, Xinjian Chen, Gouenou Coatrieux, Jian Yang, Limin Luo, Shuo Li:
Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network. Artif. Intell. Medicine 108: 101936 (2020) - [j48]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: 3885-3897 (2020) - [j47]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): 3008-3018 (2020) - [c88]Panming Li, Le Geng, Weifang Zhu, Fei Shi, Xinjian Chen:
Automatic Angle-Closure Glaucoma Screening Based on the Localization of Scleral Spur in Anterior Segment OCT. ISBI 2020: 1387-1390 - [c87]Liangjiu Zhu, Shuanglang Feng, Weifang Zhu, Xinjian Chen:
ASNet: An adaptive scale network for skin lesion segmentation in dermoscopy images. Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113170W - [c86]Lei Ye, Weifang Zhu, Dengsen Bao, Shuanglang Feng, Xinjian Chen:
Macular Hole and Cystoid Macular Edema Joint Segmentation by Two-Stage Network and Entropy Minimization. MICCAI (5) 2020: 735-744 - [c85]Ruyi Lu, Weifang Zhu, Xuena Cheng, Xinjian Chen:
Choroidal atrophy segmentation based on deep network with deep-supervision and EDT-auxiliary-loss. Image Processing 2020: 113131X - [c84]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. Image Processing 2020: 113131O - [c83]Xinxin Zhou, Xinjian Chen, Shuanglang Feng, Fei Shi:
An improved U-Net for nerve fibre segmentation in confocal corneal microscopy images. Image Processing 2020: 113131Z - [c82]Ivica Kopriva, Fei Shi, Marija Stanfel, Xinjian Chen:
Enhanced low-rank plus group sparse decomposition for speckle reduction in OCT images. Image Processing 2020: 113132H - [c81]Lei Ye, Weifang Zhu, Shuanglang Feng, Xinjian Chen:
GANet: group attention network for diabetic retinopathy image segmentation. Image Processing 2020: 1131307 - [c80]Liangjiu Zhu, Weifang Zhu, Shuanglang Feng, Xinjian Chen:
Fully automated segmentation of hyper-reflective foci in OCT images using a U-shape network. Image Processing 2020: 1131308 - [c79]Jinzhu Su, Xinjian Chen, Yuhui Ma, Weifang Zhu, Fei Shi:
Segmentation of choroid neovascularization in OCT images based on convolutional neural network with differential amplification blocks. Image Processing 2020: 1131320 - [c78]Yuanyuan Peng, Weifang Zhu, Feng Chen, Daoman Xiang, Xinjian Chen:
Automated retinopathy of prematurity screening using deep neural network with attention mechanism. Image Processing 2020: 1131321 - [c77]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. Image Processing 2020: 1131332 - [c76]Changxing Yang, Haihong Tian, Dehui Xiang, Fei Shi, Weifang Zhu, Xinjian Chen:
Automatic lung segmentation in low-dose CT image with contrastive attention module. Image Processing 2020: 1131333 - [c75]Xiaoling Yang, Xinjian Chen, Dehui Xiang:
Attention-guided channel to pixel convolution network for retinal layer segmentation with choroidal neovascularization. Image Processing 2020: 1131334 - [c74]Dengsen Bao, Xuena Cheng, Weifang Zhu, Fei Shi, Xinjian Chen:
Attention multi-scale network for pigment epithelial detachment segmentation in OCT images. Image Processing 2020: 1131335 - [c73]Le Geng, Panming Li, Weifang Zhu, Xinjian Chen:
M2E-Net: Multiscale Morphological Enhancement Network for Retinal Vessel Segmentation. PRCV (1) 2020: 493-502 - [i3]Ivica Kopriva, Fei Shi, Mingying Lai, Marija Stanfel, Haoyu Chen, Xinjian Chen:
Low Tensor Train- and Low Multilinear Rank Approximations for De-speckling and Compression of 3D Optical Coherence Tomography Images. CoRR abs/2008.11414 (2020)
2010 – 2019
- 2019
- [j46]Xiao Shao, Xinjian Chen, Xiaojun Yu, Ya Hu, Linbo Liu, Fei Shi, Wei Shao, Jianhua Mo:
Nondestructive Measurement of Conformal Coating Thickness on Printed Circuit Board With Ultra-High Resolution Optical Coherence Tomography. IEEE Access 7: 18138-18145 (2019) - [j45]Tao Peng, Yihuai Wang, Thomas Canhao Xu, Xinjian Chen:
Segmentation of Lung in Chest Radiographs Using Hull and Closed Polygonal Line Method. IEEE Access 7: 137794-137810 (2019) - [j44]Lingjiao Pan, Liling Guan, Xinjian Chen:
Segmentation Guided Registration for 3D Spectral-Domain Optical Coherence Tomography Images. IEEE Access 7: 138833-138845 (2019) - [j43]Luwen Duan, Gang Yuan, Lun Gong, Tianxiao Fu, Xiaodong Yang, Xinjian Chen, Jian Zheng:
Adversarial learning for deformable registration of brain MR image using a multi-scale fully convolutional network. Biomed. Signal Process. Control. 53 (2019) - [j42]Xu Chen, Yiqun Hu, Zhihong Zhang, Beizhan Wang, Lichi Zhang, Fei Shi, Xinjian Chen, Xiaoyi Jiang:
A graph-based approach to automated EUS image layer segmentation and abnormal region detection. Neurocomputing 336: 79-91 (2019) - [j41]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): 183-197 (2019) - [j40]Xiaoming Xi, Xianjing Meng, Lu Yang, Xiushan Nie, Gongping Yang, Haoyu Chen, Xin Fan, Yilong Yin, Xinjian Chen:
Automated segmentation of choroidal neovascularization in optical coherence tomography images using multi-scale convolutional neural networks with structure prior. Multim. Syst. 25(2): 95-102 (2019) - [j39]Xinran Tang, Yihui Miao, Xinjian Chen, Baoqing Nie:
A Flexible and Highly Sensitive Inductive Pressure Sensor Array Based on Ferrite Films. Sensors 19(10): 2406 (2019) - [j38]Zhun Fan, Jiewei Lu, Caimin Wei, Han Huang, Xinye Cai, Xinjian Chen:
A Hierarchical Image Matting Model for Blood Vessel Segmentation in Fundus Images. IEEE Trans. Image Process. 28(5): 2367-2377 (2019) - [j37]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): 253-263 (2019) - [j36]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): 283-295 (2019) - [j35]Lun Gong, Cheng Zhang, Luwen Duan, Xueying Du, Hanqiu Liu, Xinjian Chen, Jian Zheng:
Nonrigid Image Registration Using Spatially Region-Weighted Correlation Ratio and GPU-Acceleration. IEEE J. Biomed. Health Informatics 23(2): 766-778 (2019) - [j34]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): 1736-1749 (2019) - [c72]