性 别

男

出生年月

1979年5月

最高学历、学位

博士

职 称

教授

职 务

教授

电子邮箱

xjchen@suda.edu.cn

个人简介

一、基本情况：

陈新建，苏州大学特聘教授、博导，国家级人才项目获得者，国家重点研发计划项目负责人，苏州大学医学影像处理与分析实验室主任。主持国家重点研发计划变革性技术专项项目，973青年科学家项目（首席科学家），国家自然科学基金委优青、联合重点项目、面上项目、江苏省自然科学基金重点项目等。主要研究方向为医疗人工智能，特别对眼科人工智能进行了系统深入的研究，包括眼科成像设备研发、眼科影像人工智能诊断及其临床应用。担任医学领域顶级期刊IEEE Transactions on Medical Imaging、IEEE Journal of Translational Engineering in Health and Medicine等副主编，IEEE高级会员，中国生物医学工程青年委员会副主任委员。

二、主要研究领域及学术成就：

主要研究方向为医学图像处理与分析及其在临床诊断中的应用。截至目前共发表120多篇SCI期刊论文；申请中国发明专利90余项（39项已获授权），美国专利授权2项，申请国际PCT专利6项。所开发的眼科医学影像处理分析软件，全自动人工智能OCT硬件均获批国家NMPA医疗器械二类证，其中人工智能OCT在全国爱眼日6月6日被中央卫视报导，上述产品已在200+医院正式临床应用，服务人数超10万。获得中国国家科学技术进步二等奖1项，吴文俊人工智能技术发明一等奖1项（排名第一），江苏省科技进步奖二等奖1项（排名第一），北京市科学技术奖二等奖2项和信息产业部重大技术发明奖1项。

三、代表性科研成果：

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,2021，40(4):1168-1183.

2. 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, 2021，40(7):1750-1762.

3. 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,2021，26(1):139-150.

4. Lingjiao Pan and Xinjian Chen*. Retinal OCT Image Registration: Methods and Applications. IEEE Reviews in Biomedical Engineering, 2021.

5. 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.

6. 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, 2021.

7. 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, 2021.

8. 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. IEEE Transactions on Biomedical Engineering, 2021.

9. Jiahong Wei#, Guijie Zhu#, Zhun Fan*, Jinchao Liu, Yibiao Rong, Jiajie Mo, Wenji Li, Xinjian Chen*. Genetic U-Net: automatically designed deep networks for retinal vessel segmentation using a genetic algorithm[J]. IEEE Transactions on Medical Imaging, 2021.

10. Pan, Lingjiao; Shi, Fei; Xiang, Dehui; Yu, Kai; Duan, Luwen; Zheng, Jian; Chen, Xinjian*; OCTRexpert: A Feature-Based 3D Registration Method for Retinal OCT Images, IEEE Transactions on Image Processing, 2020, 28: 3885-3897

11. Feng, Shuanglang#; Zhao, Heming#; Shi, Fei; Cheng, Xuena; Wang, Meng; Ma, Yuhui; Xiang, Dehui; Zhu, Weifang*; Chen, Xinjian*; CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation, IEEE Transactions on Medical Imaging, 2020, 39(10): 3008-3018.

12. Fan, Zhun; Lu, Jiewei; Wei, Caimin; Huang, Han; Cai, Xinye; Chen, Xinjian*; A Hierarchical Image Matting Model for Blood Vessel Segmentation in Fundus Images , IEEE Transactions on Image Processing, 2019, 28(5): 2367-2377.

13. Chen, Xinjian; Shi, Fei; Chen, Haoyu; Retinal Optical Coherence Tomography Image Analysis, Springer, 2019.（学术专著）

14. Chen, Geng#; Xiang, Dehui#*; Zhang, Bin#; Tian, Haihong; Yang, Xiaoling; Shi, Fei; Zhu, Weifang; Tian, Bei*; Chen, Xinjian*; Automatic Pathological Lung Segmentation in Low-Dose CT Image Using Eigenspace Sparse Shape Composition , IEEE Transactions on Medical Imaging, 2019, 38(7): 1736-1749.

15. Gong, Lun; Zhang, Cheng; Duan, Luwen; Du, Xueying; Liu, Hanqiu; Chen, Xinjian*; Zheng, Jian*; Nonrigid Image Registration Using Spatially Region-Weighted Correlation Ratio and GPU-Acceleration , IEEE Journal of Biomedical and Health Informatics, 2019, 23(2): 766-778.

16. Rong, Yibiao#; Xiang, Dehui#; Zhu, Weifang; Yu, Kai; Shi, Fei; Fan, Zhun; Chen, Xinjian*; Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks , IEEE Journal of Biomedical and Health Informatics, 2019, 23(1): 253-263.

17. Xiang, Dehui*; Chen, Geng; Shi, Fei; Zhu, Weifang; Liu, Qinghuai; Yuan, Songtao; Chen, Xinjian*; Automatic Retinal Layer Segmentation Of OCT Images With Central Serous Retinopathy , IEEE Journal of Biomedical and Health Informatics, 2019, 23(1): 283-295.

18. Tang, Xinran; Miao, Yihui; Chen, Xinjian*; Nie, Baoqing*; A Flexible and Highly Sensitive Inductive Pressure Sensor Array Based on Ferrite Films , Sensors, 2019, 19(10): 0-2406.

19. Xie, Xinkai#; Zhang, Yi#; Chen, Chen#; Chen, Xiaoping; Yao, Ting; Peng, Mingfa; Chen, Xinjian; Nie, Baoqing*; Wen, Zhen*; Sun, Xuhui*; Frequency-independent Self-powered Sensing Based on Capacitive Impedance Matching Effect of Triboelectric Nanogenerator , Nano Energy, 2019, 65: 0-UNSP 103984.

20. Nie, Baoqing; Huang, Rong; Yao, Ting; Zhang, Yiqiu; Miao, Yihui; Liu, Changrong; Liu, Jian*; Chen, Xinjian*; Textile-Based Wireless Pressure Sensor Array for Human-Interactive Sensing , Advanced Functional Materials, 2019, 29(22): 0-1808786.