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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

2020

期刊论文

1. Shuanglang Feng,Heming Zhao,Xuena Cheng,Meng Wang,Yuhui Ma,Dehui Xiang,Weifang Zhu,Xinjian Chen. CPFNet:Context Pyramid Fusion Network for Medical. IEEE TRANSACTIONS ON MEDICAL IMAGING,2020.[PDF] https://github.com/FENGShuanglang/CPFNet_Project

2. 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 TRANSACTIONS ON IMAGE PROCESSING,2020.[PDF]

3. Gaohui Luo,Xinjian Chen,Fei Shi,Yunzhen Peng,Dehui Xiang,Qiuying Chen,Xun Xu,Weifang Zhu, Ying Fan. Multimodal affine registration for ICGA and MCSL fundus images of high myopia. BIOMEDICAL OPTICS EXPRESS, 2020.[PDF]

4. Xiaoming Xi,Xianjing Meng,Zheyun Qin,Xiushan Nie,Yilong Yin,Xinjian Chen. IA-Net: Informative Attention Convolutional Neural Network for Choroidal Neovascularization Segmentation in OCT Images. BIOMEDICAL OPTICS EXPRESS, 2020.[PDF]

5. Yuanyuan Peng,Cuilian Li,Yibiao Rong,Xinjian Chen,Haoyu Chen. Retrospective analysis of the accuracy of predicting the alert level of COVID-19 in 202 countries using Google Trends and machine learning. Journal of Global Health, 2020.[PDF]

6. Yiqiu Zhang,Sidi Liu,Yihui Miao,Xuyue Chen,Xiang Xiao,Zhongyun Jiang,Xinjian Chen,Baoqing Nie,Jian Liu. A Highly Stretchable and Sensitive Pressure Sensor Array Based on Icicle-Shaped Liquid Metal Film Electrodes. ACS Applied Materials & Interfaces, 2020.[PDF]

7. Baoqing Nie,Jialei Geng,Ting Yao,Yihui Miao,Yiqiu Zhang,Xinjian Chen,Jian Liu. Sensing arbitrary contact forces with a flexible porous dielectric elastomer. Materials Horizons, 2021.[PDF]

会议论文

1. Liangjiu Zhu, Weifang Zhu, Shuanglang Feng, Xinjian Chen. Fully automated segmentation of hyperreflective foci in OCT images using a U-shape network, SPIE Medical Imaging 2020: Image Processing.[PDF]

2. Zhu Liangjiu#, Shuanglang Feng#, Weifang Zhu, Xinjian Chen. ASNet: an adaptive scale network for skin lesion segmentation based on dermoscopy images, SPIE Medical Imaging 2020: Image Processing.[PDF]

3. Haihong Tian, Dehui Xiang, Fei shi, Weifang Zhu, Xinjian Chen. Fully Convolutional Network with Sparse Feature-maps Composition for Automatic Lung Tumor Segmentation from PET Images, SPIE Medical Imaging 2020: Image Processing.[PDF]

4. Changxing Yang, Haihong Tian, Dehui Xiang, Fei shi, Weifang Zhu, Xinjian Chen. Automatic Pathological Lung Segmentation in Low-Dose CT Image with Contrastive Attention Module, SPIE Medical Imaging 2020: Image Processing.[PDF]

5. 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. SPIE Medical Imaging 2020: Image Processing.[PDF]

6. Xiaoling Yang, Xinjian Chen, Dehui Xiang.Attention-guided Channel to Pixel Convolution Network for Retinal Layer Segmentation with Choroidal Neovascularization. SPIE Medical Imaging 2020: Image Processing.[PDF]

7. Yuanyuan Peng,Weifang Zhu,Feng Chen,Daoman Xiang,Xinjian Chen,"Automated Retinopathy of Prematurity Screening Using Deep Neural Network with Attention Mechanism",Proc.SPIE,Medical Imaging 2020:Imaging Processing.[PDF]

8. Dengsen Bao,Xuena Cheng,Weifang Zhu,Fei Shi,Xinjian Chen. "Attention Multi-Scale Network for Pigment Epithelial Detachment Segmentation in OCT Images". SPIE,Houston,Texas United States.2020.19 February 2020.11313-112.[PDF]

9. Lei Ye, Weifang Zhu, Shuanglang Feng, Xinjian Chen. GANet: Group Attention Network for Diabetic Retinopathy Image Segementation., SPIE Medical Imaging 2020: Image Processing.[PDF]

10. Xuena Cheng, Xinjian Chen, Shuanglang Feng, Weifang Zhu, Dehui Xiang, Qiuying Chen, Xun Xu, Fei Shi, and Ying Fan. Group-wise Attention Fusion Network for Choroid Segmentation in OCT Images, SPIE Medical Imaging 2020: Image Processing.[PDF]

11. Zhou Xinxin, Xinjian Chen, Shuanglang Feng, Fei Shi.An improved U-net for nerve fibre segmentation in confocal corneal microscopy images., SPIE Medical Imaging 2020: Image Processing.[PDF]

12. Ruyi Lu, Weifang Zhu, Xuena Cheng, Xinjian Chen, Ivica Kopriva. Choroidal atrophy segmentation based on deep network with deep-supervision and EDT-auxiliary-loss, SPIE Medical Imaging 2020: Image Processing.[PDF]

13. Le Geng,Panming Li,Weifang Zhu,Xinjian Chen. M2E-Net: Multiscale Morphological Enhancement Network for Retinal Vessel Segmentation. Conference on Pattern Recognition and Computer Vision, PRCV 2020.[PDF]

14. 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 2020.[PDF]

15. 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.[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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