期刊论文

期刊文章

2022

1.       章晓庆, 肖尊杰, Risa Higashita, 陈婉, 胡衍, 袁进, 刘江*, 多区域融合注意力网络模型下的核性白内障分类, 中国图象图形学报, 2022.

2.       Heng Li#, Haofeng Liu#, Yan Hu*, Huazhu Fu, Yitian Zhao, Jiang Liu*, An Annotation-free Restoration Network for Cataractous Fundus Images, IEEE Transactions on Medical Imaging, 2022, 41(7): 1699-1710.

3.       Vanessa Jing Xin Phua, Chang-Tong Yang*, Bin Xia, Sean Xuexian Yan, Jiang Liu, Swee Eng Aw, Tao He, David Chee Eng Ng, Nanomaterial Probes for Nuclear Imaging, Nanomaterials, 2022, 12(4):582.

4.       Jinkui Hao, Jiang Liu, Ella Pereira, Ri Liu, Jiong Zhang, Yangfan Zhang, Kun Yan, Yan Gong, Jianjun Zheng, Jingfeng Zhang, Yonghuai Liu, Yitian Zhao, Uncertainty-guided Graph Attention Network for Parapneumonic Effusion Diagnosis, Medical Image Analysis, 2022, 75: 102217.

5.           Peng Liu, Risa Higashita, Philip Yawen Guo, Keiichiro Okamoto, Fei Li, Anwell Nguyen, Rei Sakata; Lixin Duan, Makoto Aihara, Shan Lin, Xiulan Zhang, Christopher Kai-shun Leung, Jiang Liu. Reproducibility of deep learning based scleral spur localisation and anterior chamber angle measurements from anterior segment optical coherence tomography images, British Journal of Ophthalmology, 2022.

6.           , 章晓, 面向非计算机专业的人工智能导论课程建设与探, 中国大学教, 2022, 2022(1):46-51. (DOI:10.3969/j.issn.1005-0450.2022.01.009)

7.           Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Yan Hu, Wan Chen, Jin Yuan, Jiang Liu, Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image, Journal of Biomedical Informatics, 2022, 128:104037. (DOI: 10.1016/j.jbi.2022.104037)

8.           Xiaoqing Zhang, Zunjie Xiao, Xiaoling, Li, Xiao Wu, Hanxi Sun, Jin Yuan, Risa Higashita, Jiang Liu*, Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images, Health Information Science and Systems, 2022, 10(1):3. (DOI: 10.1007/s13755-022-00170-2)

9.           Luoying Hao, Yan Hu*, Risa Higashita, Jianqiao Yu, Ce Zheng, Jiang Liu, Multi-view Volume and Temporal Difference Network for Angle-Closure Glaucoma Screening from AS-OCT Video, Journal of Healthcare Engineering, 2022. (DOI: 10.1155/2022/2722608 )

10.       Xiaoqing Zhang, Yan Hu, Zunjie Xiao, Jiansheng Fang, Risa Higashita, Jiang Liu*, Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey, Machine Intelligence Research, 2022, 19(3):184-208. (DOI: 10.1007/s11633-022-1329-0)

11.       Zhongxi Qiu, Yan Hu*, Jiayi Zhang, Xiaoshan Chen, Jiang Liu*, FGAM: a pluggable light-weight attention module for medical image segmentation, Computers in Biology and Medicine, 2022, 146:105628. (DOI: 10.1016/j.compbiomed.2022.105628)

12.       Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita*, Wan Chen, Jin Yuan, Jiang Liu*, CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT, Knowledge-Based Systems, 2022, 250:109109. (DOI: 10.1016/j.knosys.2022.109109)

13.       Xiaoqing Zhang, Zunjie Xiao, Huazhu Fu, Yan Hu, Jin Yuan, Yanwu Xu , Risa Higashita*, Jiang Liu*, Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images, Medical Image Analysis, 2022, 80:102499. (DOI: 10.1016/j.media.2022.102499)

14.       徐格, 章晓, 肖尊, Risa Higashita,  ,  , 刘江AS-OCT 图像下的自动皮质性白内障分类框架,计算机系统应用2022. (Early Access)

15.       Wenjing Du; Olatunji Mumini Omisore; Wenke Duan; Lu Gan; Toluwanimi Oluwadra Akinyemi; Boon-giin Lee; Jiang Liu; Lei Wang, Exploring Operators Natural Behaviors to Predict Catheterization Trial Outcomes in Robot assisted Intravascular Interventions, IEEE Transactions on Medical Robotics and Bionics, 2022. (Early Access)

16.       Mengjie Guo, Hengrong Lan, Changchun Yang, Jiang Liu, Fei Gao, AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse Data, IEEE Transactions on Computational Imaging, 2022, 8: 215-223. (DOI: 10.1109/TCI.2022.3155379)

17.       Lei Mou, Hong Qi, Yonghuai Liu, Yalin Zheng, Peter Matthew, Pan Su, Jiang Liu, Jiong Zhang, Yitian Zhao, DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity, IEEE Transactions on Medical Imaging, 2022, 41(8): 2079-2091 (DOI: 10.1109/TMI.2022.3156906)

18.       Kang Zhou, Jing Li, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo,Jiang Liu, Shenghua Gao , Memorizing Structure-Texture Correspondence for Image Anomaly Detection, IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(6): 2335-2349. (DOI: 10.1109/TNNLS.2021.3101403)

2021

19.       章晓; 方建生; 肖尊杰; 陈浜; Risa Higashita; 陈婉; 袁进; ; 基于眼前节相干光断层扫描成像的核性白内障分类算法, 计算机科学2021, 49(3).

20.           张颖麟; 胡衍; 东田理沙; 刘江*; 生成对抗式网络及其医学影像应用研究综, 中国图象图形学, 2022, 27(3).

21.       Ma Yuhui#, Jiang Liu#, Yonghuai Liu, Huazhu Fu, Yan Hu, Jun Cheng, Hong Qi, Yufei Wu, Joing Zhang, Yitian Zhao*, Structure and Illumination Constrained GAN for Medical Image Enhancement, IEEE Transactions on Medical Imaging, 2021, 40(12):3955-3967.

22.       Yan Hu*; Jianfeng Ren; Jianglong Yang; Ruibing Bai; Jiang Liu*; Noise Reduction by Adaptive-SIN Filtering for Retinal OCT Images, Scientific Reports, 2021,11(1):19498.

23.       Jinkui Hao#, Fei Li#, Huaying Hao, Huazhu Fu, Yanwu Xu, Risa Higashita, Xiulan Zhang*, Jiang Liu*, Yitian Zhao*, Hybrid Variation-aware Network for Angle-closure Assessment in AS-OCT, IEEE Transactions on Medical Imaging, 2022, 41(2):254-265.

24.       Ruili Wei, Jianyang Xie, Huihui Wu, Fangping He, Fanxia Meng, Jiang Liu, Yitian Zhao, Superficial Macula Capillary Complexity Changes are Associated with Disability in Neuromyelitis Optica Spectrum Disorders, Frontiers in Neurology, section Neuro-ophthalmology, 2021, (12):724946.

25.       Yitian Zhao#, Jinyu Zhao#, Yuanyuan Gu#, Bang Chen, Jiaqi Guo, Jianyang Xie, Qifeng Yan, Yuhui Ma, Yufei Wu, Jiong Zhang*, Qinkang Lu*, Jiang Liu*, Outer Retinal Layer Thickness Changes in White Matter Hyperintensities and Parkinson's Disease, Frontiers in Neuroscience-Perception Science, 2021, (15):741651.

26.       Pengshuai Yin#, Yanwu Xu#, Jinhui Zhu#, JiangLiu, Changan Yi, Huichou Huang*, Qingyao Wu*, Deep Level Set Learning for Optic Disc and Cup Segmentation, Neurocomputing, 2021, 464:330-341.

27.       Jiansheng Fang; Huazhu Fu; Dan Zeng; Xiao Yan; Yuguang Yan; Jiang Liu*; Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval, IEEE Journal of Biomedical and Health Informatics, 2021,25(10):3943-3954.

28.       Jiansheng Fang; Yanwu Xu; Yitian Zhao; Yuguang Yan; Junling Liu; Jiang Liu*, Weighing features of lung and heart regions for thoracic disease classification, BMC Med Imaging, 2021, 21:99.

29.       沈俊#; #; 胡衍*; 廖燕; 杨建; 赵一; , 一种基OCT图像的深度学IIIwAMD辅助分型方, 中华眼视光学与视觉科学杂, 2021, 23(8):7.

30.       Jiansheng Fang*, Huazhu Fu, Jiang Liu*, Deep Triplet Hashing Network for Case-based Medical Image Retrieval, Medical Image Analysis, 2021, 69:101981.

31.       Huaying Hao, Yitian Zhao*, Qifeng Yan, Risa Higashita, Jiong Zhang, Yifan Zhao, Yanwu Xu, Fei Li, Xiulan Zhang, Jiang Liu*, Angle-closure assessment in anterior segment OCT images via deep learning, Medical Image Analysis, 2021, 69: 101956.

32.       Mou Lei; Zhao Yitian*; Fu Huazhu; Liu Yonghuai; Cheng Jun; Zheng Yalin; Su Pan; Yang Jianlong; Chen Li; Frangi Alejandro F.; Akiba Masahiro; Liu Jiang*; CS2-Net: Deep learning segmentation of curvilinear, structures in medical imaging, Medical Image Analysis, 2021, 67: 101874.

33.       Yuanyuan Zhong, Li Zeng, Zhi Chen, Jianlong Yang, Jiang Liu, Ocular anatomical and functional characteristics in anisometropic chinese children, Optometry and Vision Science, 2021, 98 (5), pp. 476-482.

34.       Kang Zhou, Jing Li, Weixin Luo, Zhengxin Li, Jianlong Yang, Huazhu Fu, Jun Cheng, Jiang Liu, Shenghua Gao, Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images, IEEE Transactions on Medical Imaging, 2021,41(3):582-594.

35.       Likun Xia, Yixuan Xie, Qiwang Wang, Hao Zhang, Cheng He, Xiaonan Yang, Jinghui Lin, Ran Song, Jiang Liu, Yitian Zhao, A nested parallel multiscale convolution for cerebrovascular segmentation, Medical Physics, 2021,48(12):7971-7983.

2020

36.       谢新晖; 陈浜; 赵一天; 王浩; 徐淑娴; 胡衍; *; *; 眼脑联动与神经精神疾,中华精神科杂, 2020, 53 (6): 546-552.

37.       郝华颖; 赵昆; *; 张辉; 赵一天; ; 一种基于改ResU-Net的角膜神经分割算法, 计算机工, 2021,47(1): 217-223.

38.       Su Pan; Chen Tianhua; Xie Jianyang; Zheng Yalin; Qi Hong; Borroni Davide; Zhao Yitian*; Liu Jiang*, Corneal nerve tortuosity grading via ordered weighted averaging-based feature extraction, Medical Physics, 2020, 47(10): 4983-4996.

39.       Chen Honghan; Chen Bang; Zhang Dan*; Zhang Jiong; Liu Jiang; Zhao Yitian*, Automatic Tortuosity Estimation of Nerve Fibers and Retinal Vessels in Ophthalmic Images, Applied Sciences-Basel, 2020, 10(14): 4788.

40.       Jiang Yuming; Duan Lixin*; Cheng Jun*; Gu Zaiwang; Xia Hu; Fu Huazhu; Li Changsheng; Liu Jiang, JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation, IEEE Transactions on Biomedical Engineering, 2020, 67(2): 335-343.

41.       Yuhui Ma; Huaying Hao; Jianyang Xie; Huazhu Fu; Jiong Zhang; Jianlong Yang; Zhen Wang; Jiang Liu; Yalin Zheng*; Yitian Zhao*, ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model, IEEE Transactions on Medical Imaging, 2020, 40(3): 928-939.

42.       Fu Huazhu; Li Fei; Sun Xu; Cao Xingxing; Liao Jingan; Jose Ignacio Orlando; Tao Xing; Li Yuexiang; Zhang Shihao; Tan Mingkui; Yuan Chenglang; Cheng Bian; Ruitao Xie; Jiongcheng Li; Xiaomeng Li; Jing Wang; Le Geng; Panming Li; Huaying Hao; Jiang Liu; Yan Kong; Yongyong Ren; Hrvoje Bogunovic; Xiulan Zhang*; Yanwu Xu*; AGE Challenge: Angle closure glaucoma evaluation in anterior segment optical coherence tomography, Medical Image Analysis, 2020, 66: 101798.

43.       Zhao Yitian; Zhang Jiong*; Pereira Ella; Zheng Yalin; Su Pan; Xie Jianyang; Zhao Yifan; Shi Yonggang; Qi Hong; Liu Jiang; Liu Yonghuai; Automated tortuosity analysis of nerve fibers in corneal confocal microscopy, IEEE Transactions on Medical Imaging, 2020.

44.       Yan Qifeng; Chen Bang; Hu Yan; Cheng Jun; Gong Yan; Yang Jianlong; Liu Jiang*; Zhao Yitian*; Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation, Artificial Intelligence in Medicine, 2020, 106:101871.

45.       Yang Jianlong*; Hu Yan; Fang Liyang; Cheng Jun; Liu Jiang; Universal digital filtering for denoising volumetric retinal OCT and OCT angiography in 3D shearlet domain, Optics Letters, 2020, 45(3):694-697.

46.       Zhao Yitian; Xie Jianyang; Zhang Huaizhong; Zheng Yalin; Zhao Yifan; Qi Hong; Zhao Yangchun; Su Pan*; Liu Jiang; Liu Yonghuai*; Retinal vascular network topology reconstruction and artery/vein classification via dominant set clustering, IEEE Transactions on Medical Imaging, 2020, 39(2): 341-356.

47.       Zhao Yifan; Zhao Yitian; Durongbhan Pholpat; Chen Liangyu*; Liu Jiang; Billings Stephen A.; Zis Panagiotis; Unwin Zoe C.; Marco Matteo De; Venneri Annalena; Blackburn Daniel J.; Sarrigiannis Ptolemaios Georgios; Imaging of nonlinear and dynamic functional brain connectivity based on EEG recordings with the application on the diagnosis of Alzheimer's disease, IEEE Transactions on Medical Imaging, 2020, 39(5): 1571-1581.

48.       Huihong Zhang, Jianlong Yang, Kang Zhou, Fei Li, Yan Hu, Yitian Zhao, Ce Zheng, Xiulan Zhang, Jiang Liu, Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning; IEEE Journal of Biomedical and Health Informatics, 2020, 24(12): 3408-3420.

49.       Su Pan; Chen Tianhua; Xie Jianyang; Ma Baikai; Qi Hong; Liu Jiang; Zhao Yitian; A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity, IEEE Transactions on Industrial Informatics, 2020, 8: 139199-139211.

50.       Ting Zhou; Kang Zhou; Jianlong Yang; Liyang Fang; Yan Hu; Yitian Zhao; Jun Cheng; Xiangping Chen; Shenghua Gao; Jiang Liu; Digital resolution enhancement in low transverse sampling optical coherence tomography angiography using deep learning, OSA Continuum, 2020, 3(6):1664-1678.

51.       Qiangjiang Hao#; Kang Zhou#; Jianlong Yang*; Yan Hu; Zhengjie Chai; Yuhui Ma; Gangjun Liu; Yitian Zhao; Shenghua Gao; Jiang Liu; High signal-to-noise ratio reconstruction of low bit-depth optical coherence tomography using deep learning, Journal of Biomedical Optics, 2020, 25(12): 123702.

52.       Ce Zheng; Xiaolin Xie; Kang Zhou; Bang Chen; Jili Chen; Haiyun Ye; Wen Li; Tong Qiao; Shenghua Gao; Jianlong Yang*; Jiang Liu; Assessment of Generative Adversarial Networks Model for Synthetic Optical Coherence Tomography Images of Retinal Disorders, Translational Vision Science & Technology, 2020.9(2):29.

2019

53.       ; 顾在; *; 廖燕; ; ; ; 基于深度学OCT辅助诊断湿性年龄相关性黄斑变性算法的应, 中华实验眼科杂, 2019, 37(8):658-662.

54.       Li Fei; Li Hao; Yang Jianlong; Liu Jiang; Aung Tin; Zhang Xiulan*; Upside-down position leads to choroidal expansion and anterior chamber shallowing: OCT study, The British journal of ophthalmology, 2019, 104(6): 790-794.

55.       Mou Lei; Chen Li*; Cheng Jun*; Gu Zaiwang; Zhao Yitian; Liu Jiang; Dense dilated network with probability regularized walk for vessel detection, IEEE Transactions on Medical Imaging, 2019, 39(5): 1392-1403.

56.       Gu Zaiwang; Cheng Jun*; Fu Huazhu; Zhou Kang; Hao Huaying; Zhao Yitian; Zhang Tianyang; Gao Shenghua; Liu Jiang; CE-Net: Context encoder network for 2D medical image segmentation, IEEE Transactions on Medical Imaging, 2019, 38(10): 2281-2292.

57.       Yan Qifeng; Zhao Yitian*; Zheng Yalin; Liu Yonghuai; Zhou Kang; Frangi Alejandro; Liu Jiang; Automated retinal lesion detection via image saliency analysis, Medical physics, 2019, 46(10): 4531-4544.

58.       Zhang Tianyang; Cheng Jun*; Fu Huazhu; Gu Zaiwang; Xiao Yuting; Zhou Kang; Gao Shenghua; Zheng Rui; Liu Jiang; Noise adaptation generative adversarial network for medical image analysis, IEEE Transactions on Medical Imaging, 2019, 39(2): 341 - 356.

59.       Yan Qifeng; Xu Mengdi; Wong Damon Wing Kee; Taruya Akira; Tanaka Atsushi; Liu Jiang; Wong Philip; Cheng Jun*; Automatic fibroatheroma identification in intravascular optical coherence tomography volumes, Journal of Ambient Intelligence and Humanized Computing, 2019.

60.       Fu Huazhu*; Baskaran Mani*; Xu Yanwu; Lin Stephen; Wong Damon Wing Kee; Liu Jiang; Tun Tin A.; Mahesh Meenakshi; Perera Shamira A.; Aung Tin; A deep learning system for automated angle-closure detection in anterior segment optical coherence tomography images, American Journal of Ophthalmology, 2019, 203: 37-45.

61.       Fu Huazhu*; Xu Yanwu*; Lin Stephen; Wong Damon Wing Kee; Baskaran Mani; Mahesh Meenakshi; Aung Tin; Liu Jiang; Angle-closure detection in anterior segment OCT based on multilevel deep network, IEEE Transactions on Cybernetics, 2019, 50(7): 3358-3366.

2018

62.       Zhao Yifan*; Laguna Ramon; Zhao Yitian*; Yianni John; Sarrigiannis Ptolemaios; Liu Jiang; He Xiong-xiong; A wavelet-based correlation analysis framework to study cerebromuscular activity in essential tremor, Complexity, 2018.

63.       Zhao Yitian*; Zheng Yalin; Liu Yonghuai; Zhao Yifan; Luo Lingling; Yang Siyuan; Na Tong; Wang Yongtian; Liu Jiang; Automatic 2D/3D vessel enhancement in multiple modality images using a weighted symmetry filter, IEEE Transactions on Medical Imaging, 2018, 37(2): 438-450.

64.       Fu Huazhu*; Cheng Jun; Xu Yanwu*; Wong Damon Wing Kee; Liu Jiang; Cao Xiaochun; Joint optic disc and cup segmentation based on multi-label deep network and polar transformation, IEEE Transactions on Medical Imaging, 2018, 37(7): 1597-1605. 

65.       Fu Huazhu; Cheng Jun*; Xu Yanwu*; Zhang Changqing; Wong Damon Wing Kee; Liu Jiang; Cao Xiaochun; Disc-aware ensemble network for glaucoma screening from fundus image, IEEE Transactions on Medical Imaging, 2018, 37(11): 2493-2501.

66.       Cheng Jun*; Li Zhengguo; Gu Zaiwang; Fu Huazhu; Wong Damon Wing Kee; Liu Jiang; Structure-preserving guided retinal image filtering and its application for optic disc analysis, IEEE Transactions on Medical Imaging, 2018, 37(11): 2536-2546.  

67.       Yang Chang-Tong*; Ghosh Krishna K.; Padmanabhan Parasuraman; Langer Oliver; Liu Jiang; Eng David Ng Chee; Halldin Christer; Gulyás Balázs; PET-MR and SPECT-MR multimodality probes: Development and challenges, Theranostics, 2018, 8(22): 6210-6232.

68.       Zhao Yifan*; Laguna Ramon C.; Zhao Yitian*; Liu Jiang; He Xiongxiong; Yianni John; Sarrigiannis Ptolemaios G.; A wavelet-based correlation analysis framework to study cerebromuscular activity in essential tremor, Complexity, 2018.

69.       Na Tong#; Xie Jianyang#; Zhao Yitian*; Zhao Yifan; Liu Yue; Wang Yongtian; Liu Jiang; Retinal vascular segmentation using superpixel-based line operator and its application to vascular topology estimation, Medical Physics, 2018, 25(7): 3132-3146.

70.       Li Annan*; Niu Zhiheng; Cheng Jun; Yin Fengshou; Wong Damon Wing Kee; Yan Shuicheng; Liu Jiang; Learning supervised descent directions for optic disc segmentation, Neurocomputing, 2018, 275: 350-357.

2017

71.       Srivastava Ruchir*; Duan Lixin; Wong Damon Wing Kee.; Liu Jiang; Wong Tien Yin; Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels, Computer Methods and Programs in Biomedicine, 2017, 138: 83-91.

72.       Zhang Jing; Tian Yongliang; Liu Yicheng*; Liu Qi; Zhang Junpeng; Liu Jiang; Liu Kai; Alveolar bone mineral density measurement using CBCT images, Neuroscience and Biomedical Engineering, 2017, 5(1): 44-49.

73.       Cheng Jun*; Tao Dacheng; Wong Damon Wing Kee; Liu Jiang; Quadratic divergence regularized SVM for optic disc segmentation, Biomedical Optics Express, 2017, 8(5): 2687-2696.

74.       Fu Huazhu; Xu Yanwu*; Zhang Xiaoqin; Wong Damon Wing Kee; Liu Jiang; Frangi Alejandro F.; Baskaran Mani; Aung Tin; Segmentation and quantification for angle-closure glaucoma assessment in anterior segment OCT, IEEE Transactions on Medical Imaging, 2017, 36(9): 1930-1938.

75.       Cheng Jun*; Zhang Zhuo; Tao Dacheng; Wong Damon Wing Kee; Liu Jiang; Baskaran Mani; Aung Tin; Wong Tien Yin; Similarity regularized sparse group lasso for cup to disc ratio computation, Biomedical Optics Express, 2017, 8(8): 3763-3777.

76.       Yang Chang-Tong*; Ghosh Krishna K.; Padmanabhan Parasuraman; Langer Oliver; Liu Jiang; Halldin Christer; Gulyás Balázs Z.; PET probes for imaging pancreatic islet cells, Clinical and Translational Imaging, 2017, 5(6): 507-523.

77.       Zhao Yitian*; Zheng Yalin; Liu Yonghuai; Zhao Yifan; Luo Lingling; Yang Siyuan; Na Tong; Wang Yongtian; Liu Jiang; Automatic 2D/3D vessel enhancement in multiple modality images using a weighted symmetry filter, IEEE Transactions on Medical Imaging, 2017, 37(2): 438-450.

2016

78.       Cheng Jun*; Tao Dacheng; Quan Ying; Wong Damon Wing Kee; Cheung Gemmy Chui Ming; Akiba Masahiro; Liu Jiang; Speckle reduction in 3D optical coherence tomography of retina by A-scan reconstruction, IEEE Transactions on Medical Imaging, 2016, 35(10): 2270-2279.

2015

79.       Fu Huazhu*; Xu Dong; Lin Stephen; Wong Damon Wing Kee; Liu Jiang; Automatic optic disc detection in OCT slices via low-rank reconstruction, IEEE Transactions on Biomedical Engineering, 2015, 62(4): 1151-1158.

80.       Cheng Jun*; Yin Fengshou; Wong Damon Wing Kee; Tao Dacheng; Liu Jiang; Sparse dissimilarity-constrained coding for glaucoma screening, IEEE Transactions on Biomedical Engineering, 2015, 62(5): 1395-1403.

81.       Tan Ngan-Meng*; Xu Yanwu; Goh Wooi Boon; Liu Jiang; Robust multi-scale superpixel classification for optic cup localization, Computerized Medical Imaging and Graphics, 2015, 40: 182193.

2014

82.       Zhang Zhuo#*; Srivastava Ruchir#; Liu Huiying; Chen Xiangyu; Duan Lixin; Wong Damon Wing Kee; Kwoh Chee Keong; Wong Tien Yin; Liu Jiang; A survey on computer aided diagnosis for ocular diseases, BMC Medical Informatics and Decision Making, 2014, 14(1): 80.

83.       Srivastava Ruchir*; Gao Xinting; Yin Fengshou; Wong Damon Wing Kee; Liu Jiang; Cheung Carol Y.; Wong Tien Yin; Automatic nuclear cataract grading using image gradients, Journal of Medical Imaging, 2014, 1(1): 014502.

84.       Baskaran Mani; Cheng Jun; Perera Shamira A.; Tun Tin A.; Liu Jiang; Aung Tin*; Automated analysis of angle closure from anterior chamber angle images, Investigative Ophthalmology and Visual Science, 2014, 55(11): 7669-7673.

85.       Tan Ngan Meng*; Xu Yanwu; Goh Wooi Boon; Liu Jiang; Robust multi-scale superpixel classification for optic cup localization, Computerized Medical Imaging and Graphics, 2015, 40: 182-193.

2013

86.       Liu Jiang*; Zhang Zhuo; Wong Damon Wing Kee; Xu Yanwu; Yin Fengshou; Cheng Jun; Tan Ngan Meng; Kwoh Chee Keong; Xu Dong; Tham Yih Chung; Aung Tin; Wong Tien Yin; Automatic glaucoma diagnosis through medical imaging informatics, Journal on American Medical Informatics Association(JAMIA) , 2013, 20(6): 1021-1027.

87.       Cheng Jun*; Liu Jiang; Xu Yanwu; Yin Fengshou; Wong Damon Wing Kee; Tan Ngan Meng; Tao Dacheng; Cheng Ching-Yu; Aung Tin; Wong Tien Yin; Super pixel classification based optic disc and optic cup segmentation for glaucoma screening, IEEE Transactions on Medical Imaging, 2013, 32(6): 1019-1032.

88.       Zhang Zhuo*; Xu Yanwu; Liu Jiang; Wong Damon Wing Kee; Kwoh Chee Keong; Saw Seang-Mei; Wong Tien Yin; Automatic diagnosis of pathological myopia from heterogeneous biomedical data, Journal of PLoS ONE, 2013, 8(6).

89.       Yih-Chung Tham, Carol Y Cheung, Tien Y. Wong, Mani Baskaran, Liu Jiang, Beng-Hai Lee, Yin Fengshou, Damon W.K Wong, Wang Jie Jin, Paul Mitchell, Tin Aung, Cheng Ching-Yu*, Validity of a new optic disc grading software for use in clinical and epidemiological research, Journal of Clinical & Experimental Ophthalmology, April 2013, 41(9).

90.       Yang Tao*; Chui Chee Kong; Liu Jiang; Huang Weimin; Su Yi; Chang Stephen Kin Yong.; Robotic learning of motion using demonstrations and statistical models for surgical simulation, International Journal of Computer Assisted Radiology and Surgery, 2014, 9(5): 813-823.

2012        

91.       Zhang Jing*; Zhou Jiayin; Huang Weimin; Qin Jing; Yang Tao; Liu Jiang; Su Yi; Chui Chee Kong; Chang Stephen Kin Yong; GPU-friendly gallbladder modeling in laparoscopic cholecystectomy surgical training system, Journal of Computers and Electric Engineering, 2013, 39(1): 122-129.

92.       Melissa H. Y. Wong, Annabel Chew, Hla M Htoon, Lee Beng H., Cheng Jun; Liu Jiang; Tan Donald T.; Mehta Jodhbir S.*; Reproducibility of Corneal Graft Thickness measurements with COLGATE in patients who have undergone DSAEK (Descemet Stripping Automated Endothelial Keratoplasty, Journal of BMC Medical Imaging, Aug 2012

93.       Zhang Zhuo*; Kwoh Chee Keong; Liu Jiang; Cheung Carol Yim Kui; Aung Tin; Wong Tien Yin; Automatic glaucoma diagnosis with mRMR-based feature selection, Journal of Biometrics & Biostatistics, 2012, 12:25.

94.       Cheng Jun*; Tao Dacheng; Liu Jiang; Wong Damon Wing Kee; Tan Ngan Meng; Wong Tien Yin; Saw Seang Mei; Peripapillary atrophy detection by sparse biologically inspired feature manifold, IEEE Transactions on Medical Imaging (TMI), 2012, 31(12): 2355-2365.

2010

95.       Liu Jiang*; Wong Damon Wing Kee; Lim Joo Hwee; Tan Ngan Meng; Zhang Zhuo; Li Huiqi; Yin Fengshou; Lee Benghai; Saw Seang Mei; Tong Louis; Wong Tien Yin; Detection of pathological myopia in PAMELA with texture-based features in a SVM approach, Journal of Healthcare Engineering, 2010, 1(1): 1-11.

96.       Zhou Jiayin; Wong Damon Wing Kee; Ding Feng; Venkatesh Sudhakar K.*; Tian Qi; Qi Yingyi; Xiong Wei; Liu Jiang; Leow Wee-Kheng; Liver tumor segmentation using contrast enhanced multi-detector CT data: Performance benchmarking of three semi-automated methods, European Radiology, 2010, 20(7): 1738-1748.

97.       Xiong Wei*; Ong Sim Heng; Lim Joo-Heng; Foong Kelvin Weng Chiong; Liu Jiang; Racoceanu Daniel; Tan Kevin S. W.; Automatic area classification in peripheral blood smears, IEEE Trans on Biomedical Engineering, 2010, 57(8): 1982-1990.

98.       Li Huiqi*; Lim Hwee Ying; Liu Jiang; Mitchell Paul; Tan Ava G; Wang Jiejin; Wong T-Y; A computer-aided diagnosis system of nuclear cataract, IEEE Trans Biomedical Engineering, 2010, 57(7): 1690-1698.

99.       Lu Shijia; Cheung Carol Yim-lui; Liu Jiang; Lim Joo Hwee; Leung Christopher Kai-shun; Wong Tien Yin; Automatic layer segmentation of optical coherence tomography images, IEEE Trans on Biomedical Engineering, 2010, 57(10): 2035-2038. 

100.       Huang Wei*; Chan Kap Luk; Li Huiqi; Lim Joo Hwee; Liu Jiang; Wong Tien Yin; A computer assisted method for nuclear cataract grading from slit-lamp images using ranking, IEEE Trans Medical Imaging, 2011, 30(1): 94-107.

2004

101.       Cheung Carol Yim-lu; Li Huiqi; Lamoureux Ecosse L.; Mitchell Paul; Wang Jiejin; Tan Ava Grace; Johari Lily K.; Liu Jiang; Lim Joo Hwee; Aung Tin; Wong Tien Yin*; Validity of a new computer aided diagnosis imaging program to quantify nuclear cataract from slit-lamp photographs, Journal of Investigative Ophthalmology and Visual Science, 2010, 52(3): 1314-1319.

102.       Liu Jiang*; Loe Kia-Fock; Zhang Hongjiang; Robust face detection in airports, Proceedings of the EURASIP Journal on Applied Signal Processing, 2004, 4: 503-509.