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医学影像处理与分析实验室

地  址:苏州市姑苏区干将东路333号
邮  箱:xjchen@suda.edu.cn
邮  编:215000
 

科研成果

2021

期刊论文

1. Meng Wang, Weifang Zhu, Kai Yu, Zhongyue Chen, Fei Shi, Yi Zhou, Yuhui Ma, Yuanyuan Peng, Dengsen Bao, Lei Ye, Dehui Xiang, Xinjian Chen. Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images. IEEE TRANSACTIONS ON MEDICAL IMAGING,2021.[PDF]

2. Ming Liu, Xinjian Chen, Bo Wang. Axial and horizontal registration guided speckle suppression in single-line HD mode for retinal optical coherence tomography images. Optics Communications,2021.[PDF]

3. Yuanyuan Peng, Weifang Zhu, Zhongyue Chen, Meng Wang, Le Geng, Kai Yu, Yi Zhou, Ting Wang, Daoman Xiang, Feng Chen and Xinjian Chen. Automatic Staging for Retinopathy of Prematurity with Deep Feature Fusion and Ordinal Classification Strategy. IEEE TRANSACTIONS ON MEDICAL IMAGING,2021.[PDF]

会议论文

1. Qianlong Zhu, Gaohui Luo, Xinjian Chen, Fei Shi, Lingjiao Pan and Weifang Zhu. Joint optic disc and cup segmentation based on multi-module U-shaped network, SPIE Medical Imaging 2021: Image Processing.[PDF]

2. Mulin Cai, Dehui Xiang, Shengxue Pan, Fei Shi, Weifang Zhu and Xinjian Chen. A Generative Adversarial Framework for Capillary Non-perfusion Regions Segmentation in Fundus Fluorescein Angiograms, SPIE Medical Imaging 2021: Image Processing.[PDF]

3. 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, SPIE Medical Imaging 2021: Image Processing.[PDF]

4. Gaohui Luo, Qianlong Zhu, Xinjian Chen, Fei Shi, Ying Fan, Jiaming Xie, Qiuying Chen, Lingjiao Pan and Weifang Zhu. SGCNet: A scale-aware and global context network for linear lesion segmentation in MCSL fundus images of high myopia, SPIE Medical Imaging 2021: Image Processing.[PDF]

5. Chenpu Yao, Weifang Zhu, Meng Wang, Liangjiu Zhu, Haifan Huang, Haoyu Chen and Xinjian Chen. SANet: A self-adaptive network for hyperreflective foci segmentation in retinal OCT images, SPIE Medical Imaging 2021: Image Processing.[PDF]

6. Yanqing Ye, Xinjian Chen, Fei Shi, Dehui Xiang, Lingjiao Pan and Weifang Zhu. Context attention-and-fusion network for multiclass retinal fluid segmentation in OCT images, SPIE Medical Imaging 2021: Image Processing.[PDF]

7. Jiahuan Song, Xinjian Chen and Weifang Zhu. Cascaded Multi-Scale Feature Interaction for choroidal atrophy segmentation, SPIE Medical Imaging 2021: Image Processing.[PDF]

8. Changqing Yang, Xinjian Chen, Jinzhu Su, Weifang Zhu, Qiuying Chen, Jiayi Yu, Ying Fan and Fei Shi. Segmentation of retinal detachment and retinoschisis in OCT images based on improved U-shaped network with cross-fusion global feature module, SPIE Medical Imaging 2021: Image Processing.[PDF]

9. Yuanyuan Peng, Weifang Zhu, Feng Chen and Xinjian Chen. Automated zone recognition for retinopathy of prematurity using deep neural network with attention mechanism and deep supervision strategy, SPIE Medical Imaging 2021: Image Processing.[PDF]


地址: 苏州市姑苏区干将东路333号   邮箱:xjchen@suda.edu.cn 
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