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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

2017

期刊论文

1. Qiangchang Wang, Yuanjie Zheng, Gongping Yang, Weidong Jin, Xinjian Chen*, Yilong Yin*, "Multi-Scale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification " , JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, DOI: 10.1109/JBHI.2017.2685586.[PDF]

2. Hussein S, Green A, Watane A, Reiter D, Chen X, Papadakis GZ, Wood B, Cypess A, Osman M, Bagci U, "Automatic Segmentation and Quantification of White and Brown Adipose Tissues from PET/CT Scans" , IEEE Trans Med Imaging. 2017 Mar; 36(3):734-744. doi:10.1109/TMI.2016.2636188.Epub 2016 Dec 6.[PDF]

3. Jingyun Guo#, Weifang Zhu#, Fei Shi, Dehui Xiang, Haoyu Chen, Xinjian Chen*,"A Framework for Classification and Segmentation of Branch Retinal Artery Occlusion in SD-OCT", IEEE Transaction on Image Processing, DOI: 10.1109/TIP.2017.2697762.[PDF]

4. Shuxia Zhu, Fei Shi, Dehui Xiang, Weifang Zhu, Haoyu Chen, Xinjian Chen*, "Choroid Neovascularization Growth Prediction with Treatment Based on Reaction-Diffusion Model in 3D OCT Images", IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, DOI: 10.1109/JBHI.2017.2702603.[PDF]

5. Jianjun Fei#, Xiaoxiao Wen#, Xiao Lin#*,Saijilafu, Weihua Wang, Olga Ren, Xinjian Chen, Lili Tan, Huilin Yang, Ke Yang*, Lei Yang*, "Biocompatibility and neurotoxicity of magnesium alloys potentially used for neural repairs", Material Science & Engineering C, DOI:10.1016/j.msec.2017.04.106. [PDF]

6. Min Sun, Zhiqiang Zhang, Chiyuan Ma, Suihua Chen, Xinjian Chen*. Quantitative analysis of retinal layers on three-dimensional spectral-domain optical coherence tomography for pituitary adenoma. Plos One. 2017, doi: 10.1371/journal.pone.0179532. [PDF]

7.Dehui Xiang, Ulas Bagci, Chao Jin, Fei Shi, Weifang Zhu, Jianhua Yao, Milan Sonka, Xinjian Chen. CorteXpert: A Model-based Method for Automatic Renal Cortex Segmentation. Medical Image Analysis,DOI: 10.1016/j.media.2017.06.010. [PDF]

8. Weifang Zhu#, Li Zhang#, Fei Shi, Dehui Xiang, Lirong Wang,Jingyun Guo, Xiaoling Yang, Haoyu Chen*, Xinjian Chen*, "An automated framework for intra-retinal cystoid macular edema segmentation in 3D-OCT images with macular hole", Journal of Biomedical Optics, 2017,DOI:10.1117/1.JBO.22.7.076014.[PDF]

9. Zhun Fan, Yibiao Rong, Xinye Cai, Jiewei Lu, Wenji Li, Huibiao Lin and Xinjian Chen, Optic Disk Detection in Fundus Image Based On Structured Learning, JBHI, DOI:10.1109/JBHI.2017.2723678. [PDF]

10. Chao Jin#, Fei Shi#, Dehui Xiang, Lichun Zhang, Xinjian Chen*, "Fast Segmentation of Kidney Components Using Random Forests and Ferns", Medical Physics, 2017, Sep 22. doi:10.1002/mp.12594. [PDF]

11. Min Sun, Zhiqiang Zhang, Chiyuan Ma, Suihua Chen, Xinjian Chen. Predictive factors of visual function recovery after pituitary adenoma resection: a literature review and meta-analysis. International Journal of Ophthalmology. 2017,DOI:10.18240/ijo.2017.11.17.[PDF]

12. Xiaoming Xi, Xianjing Meng, Lu Yang, Xiushan Nie, Zhilou Yu, Chunyun Zhang, Haoyu Chen, Yilong Yin*&Xinjian Chen*, "Learned Local Similarity Prior Embedded Active Contour Model for Choroidal Neovascularization Segmentation in Optical Coherence Tomography Images" , SCIENCE CHINA Information Sciences, ID SCIS-2017-0417.R2 ,2017. [PDF]

13. Bo Wu, Weifang Zhu, Fei Shi, Shuxia Zhu, Xinjian Chen*, Automatic detection of microaneurysms in retinal fundus images, Computerized Medical Imaging and Graphics, 55 (2017) 106–112, 2017.[PDF]

14. 梁礼明,刘博文, 杨海龙, 石霏,陈新建*,基于多特征融合的有监督视网膜血管提取,计算机学报,2018年11月,第41卷第11期.DOI:10.11897/SP.J.1.16.2018.02566[PDF]

15.Yibiao Rong, Xinjian Chen,et al. Surrogate-assisted Retinal OCT Image Classification Based on Convolutional Neural Networks, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, DOI:10.1109/JBHI.2018.2795545.[PDF]

16.Xiaoming Xi,Xianjing Meng,Lu Yang, Xinjian Chen, Automated Segmentation of Choroidal Neovascularization in Optical Coherence Tomography Images Using Multi-scale Convolutional Neural Networks with Structure Prior, Multimedia Systems, DOI: 10.1007/s00530-017-0582-5.[PDF]

17.Li Li,Yang Du,Xinjian Chen*, Jie Tian*,"Fluorescence molecular imaging and tomography of matrix metalloproteinase-activatable near infrared fluorescence probe and image-guided orthotopic glioma resection",Molecular Imaging and Biology,DOI:10.1007/s11307-017-1158-7 [PDF]

会议论文

1. Min Sun, Xinjian Chen*, Zhiqiang Zhang, Chiyuan Ma,"Random Walk and Graph Cut based Active Contour Model for Three-Dimension Interactive Pituitary Adenoma Segmentation from MR Images", SPIE Medical Image 2017.[PDF]

2. Min He, Weifang Zhu, Xinjian Chen*,"Retinal SD-OCT Image-Based Pituitary Tumor Screeing", SPIE Medical Image 2017.[PDF]

3. Qiangding Wei, Fei Shi, Haoyu Chen, Xinjian Chen*, "Nonrigid Registration of 3D Longitudinal Optical Coherence Tomography Volumes with Choroidal Neovascularization", SPIE Medical Image 2017.[PDF]

4. Fei Wang, Fei Shi, Haoyu Chen, Haifan Huang, Kangkeng Zheng, Xinjian Chen*, "Automated Boundary Segmentation and Wound Analysis for Longitudinal Corneal OCT Images", SPIE Medical Image 2017.[PDF]

5. Enting Gao, Fei Shi, Weifang Zhu, Chao Jin, Min Sun, Haoyu Chen, Xinjian Chen*,"Graph Search-Active Appearance Model based Automated Segmentation of Retianl Layers for Optic Nerve Head centered OCT images", SPIE Medical Image 2017.[PDF]

6. Jie Qian, Wei Cheng, Zhaoyuan Cao, Xinjian Chen, Jianhua Mo*, "Absolute Flow Velocity Measurement by Depth-encoded Dual-beam Phease-Resolved DOCT", SPIE Photonics Asia 2017.

7. Jie Qian, Wei Cheng, Zhaoyuan Cao, Xinjian Chen, Jianhua Mo*, "Depth-encoded Dual Beam Phase-Resolved DOCT for Doppler-Angle-Independent Flow Velocity Measurement", SPIE BIOS 2017.

8. Wei Cheng, Jie Qian, Zhaoyuan Cao, Li Li, Xinjian Chen, Jianhua Mo*,"Dual-Beam Angular Compounding for Speckle Reduction in Optical Coherence Tomography", SPIE BIOS 2017.

9. Lingjiao Pan and Xinjian Chen. Registration of 3D Retinal OCT Images, ARVO 2017

10.X Du, L Gong, F Shi, X Chen, X Yang, J Zheng,  Non-rigid Registration of Retinal OCT Images Using Conditional Correlation Ratio,  Fetal, Infant and Ophthalmic Medical Image Analysis, 159-167, 2017

11.C Zuo, F Shi, W Zhu, H Chen, X Chen, 3D Choroid Neovascularization Growth Prediction with Combined Hyperelastic Biomechanical Model and Reaction-Diffusion Model, Fetal, Infant and Ophthalmic Medical Image Analysis, 142-149, 2017

12. D Xiang, G Chen, F Shi, W Zhu, X Chen, Automatic Retinal Layer Segmentation Based on Live Wire for Central Serous Retinopathy, Fetal, Infant and Ophthalmic Medical Image Analysis, 118-125, 2017

专利

1.一种用于肾皮质定位的非均匀图搜索分割算法,201710057562.3,进入实审 向德辉,陈新建

2. 一种基于统计形状模型的肾皮质定位方法,201710057571.2, 进入实审 向德辉,陈新建

3.基于神经网络与约束图搜索算法的OCT图像层分割方法, 2017104803525, 进入实审 向德辉,陈新建

4. 基于随机森林与复合活性曲线的OCT图像层分割方法,2017104815058,进入实审 向德辉,陈新建

5.基于微液滴的全柔性无源压力传感器及其制造方法及其检测方法,201711308033.2,2017,聂宝清,陈新建,刘坚,姚婷,张忆秋。

6.便携式位移传感器压平角膜进行眼压测量的数值研究,申请中,2017,陈新建,姚婷,聂宝清。

7.一种三维视网膜SD-OCT图像血管自动检测和配准方法,申请中,2017,陈新建,潘玲佼,管丽玲。


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