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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
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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]

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]


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