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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

2022

期刊论文

1. Lianyu Wang, et al. DW-Net: Dynamic multi-hierarchical weighting segmentation network for joint segmentation of retina layers with choroid neovascularization. Frontiers in Neuroscience, 2022.[PDF]

2. Wang T, Wang M, Zhu W, et al. Semi-MsST-GAN: A semi-supervised segmentation method for corneal ulcer segmentation in slit lamp images[J]. Frontiers in Neuroscience,2022.[PDF]

3. 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 TRANSACTIONS ON MEDICAL IMAGING,2022.[PDF]

4. Changqing Yang, Xinxin Zhou, Weifang Zhu, Dehui Xiang, Zhongyue Chen, Jin Yuan, Xinjian Chen, and Fei Shi. Multi-discriminator adversarial convolutional network for nerve fiber segmentation in confocal corneal microscopy images. IEEE Journal of Biomedical and Health Informatics,2022.[PDF]

5. Chenpu Yao, Meng Wang, Weifang Zhu, Haifan Huang, Zhongyue Chen, Lianyu Wang, Tingting Wang, Yi Zhou, Yuanyuan Peng, Liangjiu Zhu, Haoyu Chen, and Xinjian Chen. Joint segmentation of multi-class hyper-reflective foci in retinal optical coherence tomography images. TBME,2022.[PDF]

6. Peng Y, Chen Z, Zhu W, et al. Automatic zoning for retinopathy of prematurity with semi-supervised feature calibration adversarial learning[J]. Biomedical Optics Express,2022.[PDF]

7. 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 TRANSACTIONS ON MEDICAL IMAGING,2022.[PDF]

8. 谭晓,刁逸超,陈新建,石霏,樊莹,谢嘉旻,朱伟芳. 面向高度近视条纹损伤的深监督特征聚合网络.中国图象图形学报,2022.[PDF]

9. Tang W, Ye Y, Chen X, et al. Multi-class retinal fluid joint segmentation based on cascaded convolutional neural networks[J]. Physics in Medicine & Biology, 2022.[PDF]

10. Yi Zhou, Jiang Li, Meng Wang, Yuanyuan Peng, Zhongyue Chen, Weifang Zhu, Fei Shi, Lianyu Wang, Tingting Wang, Chenpu Yao, Xinjian Chen. DHNet: High-resolution and hierarchical network for cross-domain OCT speckle noise reduction. Medical Physics. 2022.[PDF]

11. Yuanyuan Peng, et al. AFENet: Attention Fusion Enhancement Network for Optical Disc Segmentation of Prematurity Infants. Frontiers in Neuroscience, vol. 13, no. 8, pp. 4087-4101, 2022.[PDF]

12. Chenan Xu, Yuanyuan Peng, Weifang Zhu, Zhongyue Chen, Jianrui Li, Wenhao Tan, Zhiqiang Zhang and Xinjian Chen, An automated approach for predicting glioma grade and survival of LGG patients using CNN and radiomics. Frontiers in oncology, 2022. [PDF]

13. Yi Zhou, Kai Yu, Meng Wang, Yuhui Ma, Yuanyuan Peng, Zhongyue Chen, Weifang Zhu, Fei Shi and Xinjian Chen. Speckle Noise Reduction for OCT Images based on Image Style Transfer and Conditional GAN. IEEE Journal of Biomedical and Health Informatics,2022.[PDF]

14. Yuanyuan Peng, et al. ADS-Net: attention-awareness and deep supervision based network for automatic detection of retinopathy of prematurity. Biomedical Optics Express, vol. 13, no. 8, pp. 4087-4101, 2022.[PDF]

会议论文

1. 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," SPIE Medical Imaging 2022:Image Processing.[PDF]

2. 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," SPIE Medical Imaging 2022: Image Processing.[PDF]

3. 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," SPIE Medical Imaging 2022: Image Processing.[PDF]

专利

1.  一种基于全局与局部特征重建网络的医学图像分割方法,申请号:202210121683.0,发明专利,已授权(2023),朱伟芳,宋佳欢,陈新建.

2.  基于多尺度与局部特征引导网络的角膜神经纤维分割方法,申请号:2022106100296,发明专利,等待实审提案,朱伟芳,汤伟,陈新建.

3.  胰腺癌淋巴结转移分期预测方法、装置和存储介质,申请号:2022107667557,发明专利,等待实审提案,向德辉,韩召然.

4.  动态聚合变换器网络及视网膜血管分割方法,申请号:2022109069473,发明专利,等待实审提案,朱伟芳,谭晓,陈新建,孟庆权,聂宝清.

5.  一种脉络膜新生血管生长预测方法、装置及存储介质,申请号:2022116447819,发明专利,已受理,陈新建,沈佳燕,陈中悦,朱伟芳。

6.  一种圆锥角膜自动分级方法、装置及存储介质,申请号:2022115521237,发明专利,已受理,陈新建,高嵩,石霏,朱伟芳,陈中悦.

7.  基于PNIPAm微米球凝胶的柔性湿度传感器及其制备方法,申请号:202210944875.1,发明专利,已受理,聂宝清,等.

8.  一种基于LC结构的柔性无线无源压力传感器系统,申请号:202210595162.9,发明专利,已受理,聂宝清,等.


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