Xinjian Chen

发表

Segmentation of choroid neovascularization in OCT images based on convolutional neural network with differential amplification blocks

Jinzhu Su, Xinjian Chen, Yuhui Ma, 2020, Medical Imaging: Image Processing.

Attention multi-scale network for pigment epithelial detachment segmentation in OCT images

Xinjian Chen, Weifang Zhu, Fei Shi, 2020, Medical Imaging: Image Processing.

Macular Hole and Cystoid Macular Edema Joint Segmentation by Two-Stage Network and Entropy Minimization

Xinjian Chen, Weifang Zhu, Lei Ye, 2020, MICCAI.

Renal Cortex Segmentation on Computed Tomography

Xinjian Chen, Heming Zhao, Dehui Xiang, 2014 .

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

Xinjian Chen, Weifang Zhu, Dehui Xiang, 2020, Medical Imaging: Image Processing.

ASNet: An adaptive scale network for skin lesion segmentation in dermoscopy images

Xinjian Chen, Weifang Zhu, Shuanglang Feng, 2020, Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging.

Layer Segmentation and Analysis for Retina with Diseases

Xinjian Chen, Weifang Zhu, Fei Shi, 2019, Biological and Medical Physics, Biomedical Engineering.

GANet: group attention network for diabetic retinopathy image segmentation

Xinjian Chen, Weifang Zhu, Lei Ye, 2020, Medical Imaging: Image Processing.

CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation

Xinjian Chen, Yuhui Ma, Weifang Zhu, 2020, IEEE Transactions on Medical Imaging.

Automated retinopathy of prematurity screening using deep neural network with attention mechanism

Xinjian Chen, Weifang Zhu, Feng Chen, 2020, Medical Imaging: Image Processing.

M2E-Net: Multiscale Morphological Enhancement Network for Retinal Vessel Segmentation

Xinjian Chen, Weifang Zhu, Le Geng, 2020, PRCV.

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

Xinjian Chen, Weifang Zhu, Fei Shi, 2020, Medical Imaging: Image Processing.

Automated Detection of ELM Disruption Regions in 3D OCT Images

Milan Sonka, Xinjian Chen, Meindert Niemeijer, 2012 .

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

Xinjian Chen, Xiaoling Yang, Dehui Xiang, 2020, Medical Imaging: Image Processing.

Fully automated segmentation of hyper-reflective foci in OCT images using a U-shape network

Xinjian Chen, Weifang Zhu, Shuanglang Feng, 2020, Medical Imaging: Image Processing.

Choroidal atrophy segmentation based on deep network with deep-supervision and EDT-auxiliary-loss

Xinjian Chen, Weifang Zhu, Xuena Cheng, 2020, Medical Imaging: Image Processing.

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

Xinjian Chen, Weifang Zhu, Dehui Xiang, 2020, Medical Imaging: Image Processing.

Segmentation of RBCC disruption and myopic stretch line in retinal OCT images using an improved U-shape network

Xinjian Chen, Ying Fan, Lingjiao Pan, 2021, Medical Imaging.

Joint optic disc and cup segmentation based on multi-module U-shaped network

Xinjian Chen, Fei Shi, Lingjiao Pan, 2021, Medical Imaging.

SANet: a self-adaptive network for hyperreflective foci segmentation in retinal OCT images

Xinjian Chen, Liangjiu Zhu, Weifang Zhu, 2021, Medical Imaging.

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

Xinjian Chen, Yuhui Ma, Weifang Zhu, 2021, IEEE Transactions on Medical Imaging.

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

Xinjian Chen, Fei Shi, Dehui Xiang, 2021, Pattern Recognit. Lett..

Automated zone recognition for retinopathy of prematurity using deep neural network with attention mechanism and deep supervision strategy

Xinjian Chen, Yuanyuan Peng, Feng Chen, 2021, Medical Imaging.

Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN

Xinjian Chen, Yuhui Ma, Fei Shi, 2021, IEEE Journal of Biomedical and Health Informatics.

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

Xinjian Chen, Fei Shi, Dehui Xiang, 2021, Medical Imaging.

SGCNet: a scale-aware and global context network for linear lesion segmentation in MCSL fundus images of high myopia

Xinjian Chen, Fei Shi, Ying Fan, 2021, Medical Imaging.

Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm.

Xinjian Chen, Zhun Fan, Jinchao Liu, 2021, IEEE transactions on medical imaging.

Cascaded multi-scale feature interaction for choroidal atrophy segmentation

Xinjian Chen, Weifang Zhu, Jiahuan Song, 2021, Medical Imaging.

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

Xinjian Chen, Fei Shi, Dehui Xiang, 2021, Medical Imaging.

Segmentation of retinal detachment and retinoschisis in OCT images based on improved U-shaped network with cross-fusion global feature module

Xinjian Chen, Fei Shi, Ying Fan, 2021, Medical Imaging.

Keypoint matching networks for longitudinal fundus image affine registration

Xinjian Chen, Dehui Xiang, Gaohui Luo, 2021, Medical Imaging.

Cu-Segnet: Corneal Ulcer Segmentation Network

Xinjian Chen, Tingting Wang, Weifang Zhu, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Automatic focus method using interference fringes magnitudes in retinal optical coherence tomography

Xinjian Chen, Bo Wang, Ming Liu, 2021, Optical Engineering.

Cycle Adaptive Multi-Target Weighting Network For Automated Diabetic Retinopathy Segmentation

Xinjian Chen, Tingting Wang, Weifang Zhu, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Automatic Staging for Retinopathy of Prematurity With Deep Feature Fusion and Ordinal Classification Strategy

Xinjian Chen, Weifang Zhu, Ting Wang, 2021, IEEE Transactions on Medical Imaging.

Axial and horizontal registration guided speckle suppression in single-line HD mode for retinal optical coherence tomography images

Xinjian Chen, Bo Wang, Ming Liu, 2021 .

High-Resolution Hierarchical Adversarial Learning for OCT Speckle Noise Reduction

Xinjian Chen, Yuanyuan Peng, Ting Wang, 2021, MICCAI.

Profile and Determinants of Retinal Optical Intensity in Normal Eyes with Spectral Domain Optical Coherence Tomography

Xinjian Chen, Weifang Zhu, Fei Shi, 2016, PloS one.

Automated Detection of IS/OS Defect Regions in 3D OCT Images

Xinjian Chen, Weifang Zhu, Fei Shi, 2014 .

Comparison of Retinal Thickness Measurements between the Topcon Algorithm and a Graph-Based Algorithm in Normal and Glaucoma Eyes

Xinjian Chen, Weifang Zhu, Fei Shi, 2015, PloS one.

A Flattest Constrained Envelope Approach for Empirical Mode Decomposition

Xinjian Chen, Weifang Zhu, Heming Zhao, 2013, PloS one.

Interstitial myocardial fibrosis assessed as extracellular volume fraction with low-radiation-dose cardiac CT.

Jianhua Yao, Xinjian Chen, David A Bluemke, 2012, Radiology.

Quantitative analysis of retinal layers' optical intensities on 3D optical coherence tomography for central retinal artery occlusion

Milan Sonka, Xinjian Chen, Fei Shi, 2015, Scientific Reports.

Fully automated detection and quantification of multiple retinal lesions in OCT volumes based on deep learning and improved DRLSE

Xinjian Chen, Xinjian Chen, Kai Yu, 2019, Medical Imaging: Image Processing.

CORRELATION OF OPTICAL INTENSITY ON OPTICAL COHERENCE TOMOGRAPHY AND VISUAL OUTCOME IN CENTRAL RETINAL ARTERY OCCLUSION

Xinjian Chen, Xinjian Chen, Haoyu Chen, 2016, Retina.

3 D Segmentation of Fluid-Associated Abnormalities in Retinal OCT : Probability Constrained Graph-Search – Graph-Cut A

Milan Sonka, Xinjian Chen, Kyungmoo Lee, 2022 .

A CNN based retinal regression model for Bruch's membrane opening detection

Xinjian Chen, Xinjian Chen, Kai Yu, 2019, Medical Imaging: Image Processing.

Quantitative analysis of retinal layer optical intensities on three-dimensional optical coherence tomography.

Milan Sonka, Chao Jin, Xinjian Chen, 2013, Investigative ophthalmology & visual science.

Quantification of external limiting membrane disruption caused by diabetic macular edema from SD-OCT.

Milan Sonka, Xinjian Chen, Kyungmoo Lee, 2012, Investigative ophthalmology & visual science.