2020年
1. Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu, Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy, IEEE Transactions on Medical Imaging, 2020, in press
2. Yitian Zhao, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu and Yonghuai Liu. Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering, IEEE Transactions on Medical Imaging, 2020, 39(2): 341-356
3. Yuting Xiao, Shenghua Gao, Zhenjie Chai, Kang Zhou, Tianyang Zhang, Yitian Zhao, Jun Cheng, Jiang Liu, Open-Set Oct Image Recognition with Synthetic Learning, International Symposium on Biomedical Imaging (ISBI 2020)
4. Kang Zhou, Shenghua Gao , Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu, Sparse-GAN: Sparsity-Constrained Generative Adversarial Network for Retinal OCT Image Anomaly Detection, International Symposium on Biomedical Imaging (ISBI 2020)
5. Zhenjie Chai, Kang Zhou, Jianlong Yang, Yuhui Ma, Zhi Chen, Shenghua Gao, Jiang Liu,Perceptual-assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography, International Symposium on Biomedical Imaging (ISBI 2020)
6. Xingjun Ma, Yuhao Niu，Lin Gu, Yisen Wang, Yitian Zhao, James Bailey, Feng Lu, Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems，Pattern Recognition, 2020, in press .
7.Jianlong Yang*, Yan Hu, Liyang Fang, Jun Cheng, Jiang Liu. Universal digital filtering for denoising volumetric retinal OCT and OCT angiography in 3D shearlet domain [J]. Optics Letters 45(3), 694-697 (2020).
8.Yan Hu, Jianlong Yang*, Jun Cheng, Jiang Liu. Noise redistribution and 3D shearlet filtering for speckle reduction in optical coherence tomography [C]. Accepted for publication in IEEE International Symposium on Biomedical Imaging 2020.
9.Yan Hu, Jianlong Yang, Linchun Xie, Yanhe Yang, Yitian Zhao, Jiang Liu. Motion-stabilized dual-mode handheld OCT angiography for versatile clinical scenarios [C]. Accepted for presentation at ARVO Annual Conference 2020.
10.Jianlong Yang, Ting Zhou, Kang Zhou, Shenghua Gao, Jiang Liu. Adversarial deep learning enables high-resolution reconstruction of wide-field OCT angiography from low transverse sampling [C]. Accepted for presentation at ARVO Annual Conference 2020.
11. Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu, Dense Dilated Network with Probability Regularized Walk for Vessel Detection, IEEE Transcation on Medical Imaging, 39(5): 1392-1403, 2020.
12.Yitian Zhao, Yifan Zhao, Jiang Liu and others, 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, 39(5): 1571-1581, 2020.
13.Brayn Williams, Davide Borroni, Rongjun Liu, Yitian Zhao, Jiong Zhang,... Yalin Zheng, An aritifical intenlligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study, Diabetologia, 63(2): 419-430, 2020.
14. Xiaoqian Mao, Yitian Zhao, Bang Chen, Yuhui Ma, Zaiwang Gu, Shenshen Gu, Jianlong Yang, Jun Cheng, Yitian Zhao, Jiang Liu, Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images, EMBC, 2020, accepted.
15.Yuntong Tian, Yan Hu, Yuhui Ma, Huaying Hao, Lei Mou, Jianlong Yang, Yitian Zhao, Jiang Liu, Multi-Scale U-Net with Edge Guidance for Multimodal Retinal Image Deformable Registration, EMBC, 2020, accepted.
16.Qifeng Yan, Bang Chen, Yan Hu, Jun Cheng, Yan Gong, Jianlong Yang, Jiang Liu, Yitian Zhao*, Speckle Reduction of Optical Coherence Tomograms via Super-Resolution Reconstruction and Its Application on Retinal Layer Segmentation, Artificial Intelligence In Medicine, in press, 2020.
17. Yuhui Ma, Yonghuai Liu, Jun Cheng, Yalin Zheng, Morteza Ghahremani, Honghan Chen, Jiang Liu, Yitian Zhao*, Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement, MICCAI, 2020, accepted.
18. Hao Zhang, Likun Xia, Ran Song, Jianlong Yang, Huaying Hao, Jiang Liu, Yitian Zhao*, Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network, MICCAI, 2020, accepted.
19. Yanda Meng, Meng Wei, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng, CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation, MICCAI, 2020, early accepted.
20. Jinkui Hao, Huazhu Fu, Yanwu Xu, Yan Hu, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao*, Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT, MICCAI, 2020, early accepted.
21. Huaying Hao, Huazhu Fu, Yanwu Xu, Jianlong Yang, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao*, Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences, MICCAI, 2020, early accepted.
22. Jianyang Xie, Yonghuai Liu, Yalin Zheng, Pan Su, Yan Hu, Jianlong Yang, Jiang Liu, Yitian Zhao*, Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images, MICCAI, 2020, early accepted.
23. Linchun Xie, Jianlong Yang, Pengcheng Shi, Xin Huang, Yan Hu, Yanhe Yang, Jiang Liu. Stabilized handheld optical coherence tomography [P] (一种防抖手持式OCT探头设计). CN110755029A (2020).
23. Linchun Xie, Jianlong Yang, Pengcheng Shi, Xin Huang, Yan Hu, Yanhe Yang, Jiang Liu. Stabilized handheld optical coherence tomography [P] (一种防抖手持式OCT探头设计). CN110755029A (2020).
24. Linchun Xie, Jianlong Yang, Yanhe Yang, Xin Huang, Yan Hu, Jiang Liu. Wearable probe for optical coherence tomography imaging [P]. (一种头戴式OCT探头设计). CN110755030A (2020).
25. Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao. Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images. ECCV 2020
26. Ran Song, Wei Zhang, Yitian Zhao, Yonghuai Liu,Unsupervised Multi-View CNN for Salient View Selection of 3D Objects and Scenes. ECCV 2020
27. Yanda Meng, Meng Wei, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng, Regression of Instance Boundary by Aggregated CNN and GCN. ECCV 2020
2019年
1. Hao Wang, Jianlong Yang, Jianyang Xie, Shanshan Jiang, Kun Zhao, Yitian Zhao, Yan Hu, Jun Cheng, Yalin Zheng, Jiang Liu. Removal of microsaccade artifacts on en face OCT angiograms using hybrid frequency and wavelet filtering, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
2. Jianlong Yang, Xiaoxi Mu, Yitian Zhao, Liyang Fang, Yan Hu, Jun Cheng, Fei Li, Xiulan Zhang, Jiang Liu. Enhancing visibility of choroidal vasculature in OCT via attenuation compensation and coherence transport inpainting, Investigative Ophthalmology & Visual Science, 2019, 60(9): 148-148.
3. Yalin Zheng, Hanjie Yao, Yaochun Shen, Yitian Zhao, Bryan Williams. Fully Convolutional Segmentation of Corneal Limbus and FovealBlood Vessels in Fluorescein Angiography, Investigative Ophthalmology & Visual Science, 2019, 60(9).
4. Zaiwang Gu, Yan Gong, Yan Hu, Peng Liu, Jun Cheng, Jianlong Yang, Yitian Zhao, Jiang Liu.Weaklysupervised Convolution Neural Network based OCT image classification and Lesion Localization, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
5. Shanshan Jiang, Zaiwang Gu, Yan Hu, Jianlong Yang, Jun Cheng, Yitian Zhao, Jiang Liu. An Edge Attention-based convolutional Neural Network for Pathological OCT Retinal Layer Segmentation, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
1. Hao Wang, Jianlong Yang, Jianyang Xie, Shanshan Jiang, Kun Zhao, Yitian Zhao, Yan Hu, Jun Cheng, Yalin Zheng, Jiang Liu. Removal of microsaccade artifacts on en face OCT angiograms using hybrid frequency and wavelet filtering, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
2. Jianlong Yang, Xiaoxi Mu, Yitian Zhao, Liyang Fang, Yan Hu, Jun Cheng, Fei Li, Xiulan Zhang, Jiang Liu. Enhancing visibility of choroidal vasculature in OCT via attenuation compensation and coherence transport inpainting, Investigative Ophthalmology & Visual Science, 2019, 60(9): 148-148.
3. Yalin Zheng, Hanjie Yao, Yaochun Shen, Yitian Zhao, Bryan Williams. Fully Convolutional Segmentation of Corneal Limbus and FovealBlood Vessels in Fluorescein Angiography, Investigative Ophthalmology & Visual Science, 2019, 60(9).
4. Zaiwang Gu, Yan Gong, Yan Hu, Peng Liu, Jun Cheng, Jianlong Yang, Yitian Zhao, Jiang Liu.Weaklysupervised Convolution Neural Network based OCT image classification and Lesion Localization, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
5. Shanshan Jiang, Zaiwang Gu, Yan Hu, Jianlong Yang, Jun Cheng, Yitian Zhao, Jiang Liu. An Edge Attention-based convolutional Neural Network for Pathological OCT Retinal Layer Segmentation, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
6. Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yalin Zheng, Yifan Zhao, Jun Cheng, Jiang Liu, Topology Reconstruction of Tree-like Structure in Images via Structural Similarity Measure and Dominant Set Clustering, to be appeared in proceedings of CVPR, Long Beach, USA, June, 2019
7. Zaiwang Gu, Jun Cheng, Huazhu Fu, Yitian Zhao, Tianyang Zhang, Huaying Hao, Kang Zhou, Jiang Liu, CE-Net: Context Encoder Network for 2D Medical Image Segmentation, IEEE Transactions on Medical Imaging, 2019.
8. Jianlong Yang, Liyang Fang, Yan Hu, Yitian Zhao Yalin Zheng , Jiang Liu. 2D Transform-domain Fourier Filters for Eleimintating Microsaccade Noise in en face Optical Coherence Tomography Angiography, in proceedings of SPIE European Conferences on Biomedical Imaging, 2019.
9. Pan Su, Tianhua Chen, Haoyu Mao, Jianyang Xie, Yitian Zhao, Jiang Liu. On the Application of Preaggregation Functions to Fuzzy Pattern Tree. to be appeared in proceedings of FUZZ-IEEE 2019.
10. Jianlong Yang, Huihong Zhang, Kang Zhou, Fei Li, Ce Zheng, Yan Hu, Xiulan Zhang, Jiang Zhang, Eliminating retinal vessel shadows in en face choroidal OCT via generative adversarial networks ARVO Imaging Conference, 2019.
11. Huazhu Fu, Jiang Liu et al., A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images, American Journal of Ophthalmology, 2019.
12. Pholpat Durongbhan, Yifan Zhao, Liangyu Chen, Panagiotis Zis, Matteo De Marco, Zoe C. Unwin, Annalena Venneri, Xiongxiong He, Sheng Li, Yitian Zhao, Daniel J. Blackburn, and Ptolemaios G. Sarrigiannis. A Dementia Classification Framework using Frequency and Time-frequency Features based on EEG signals. IEEETransactions on Neural Systems & Rehabilitation Engineering, 2019, 27(5): 826-835.
13. Kun Zhao, Yitian Zhao, Yalin Zheng, Hong Qi, Jiang Liu, Corneal Nerve Segmentation Using Weighted Local Phase Tensor, '23rd Conference in Medical Imaging, Understanding and Analysis (MIUA 2019), accepted.
14. Huaying Hao, Yitian Zhao, Huazhu Fu, Qiaoling Shang, Zhili Chen, Fei Li, Xiulan Zhang, Jiang Liu, Anterior Chamber Angles Classification in Anterior Segment OCT Images via Multi-Scale Regions Convolutional Neural Networks, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019: 849-852.
15. Qiaoling Shang, Yitian Zhao, Huaying Hao, Zhili Chen, Pan Su, Fei Li, Xiulan Zhang, Jiang Liu, Automated Iris Segmentation from Anterior Segment OCT Images with Occludable Angles Via Local Phase Tensor, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019: 4745-4749.
16. Rui Zhao, Yitian Zhao, Zhili Chen, Yifan Zhao, Jianlong Yang, Yan Hu, Jun Cheng, Jiang Liu, Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019: 5589-5592.
17. Huazhu Fu, Boyang Wang, Jianbing Shen, Shanshan Cui, Yanwu Xu, Jiang Liu, Ling Shao, "Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces", in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Springer, Cham, 2019: 48-56.
18. Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu, "SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis", in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019, pp. 777-785.
19. Pan Su, Yitian Zhao, Tianhua Che, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu, Exploiting Reliability-guided Aggregation for the Assessment of Curvilinear Structure Tortuosity, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019, pp. 12-20.
20. Lei Mou, Yitian Zhao, Li Chen, Jun Cheng,... Hong Qi, Yalin Zheng, Alejandro Frangi, Jiang Liu, CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019, pp. 721-730.
21. Hengrong Lan, Kang Zhou, Changchun Yang，Jun Cheng，Jiang Liu, Shenghua Gao, and Fei Gao, Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction in vivo, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019.
22. Yitian Zhao, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu and Yonghuai Liu. Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering, IEEE Transactions on Medical Imaging, 2019
23. Shiwei Wang, Yulong Tang, Jianlong Yang, Haizhe Zhong, and D. Fan, "MoS2 Q-switched 2.8 µm Er: ZBLAN fiber laser," Laser Phys. 29, 25101 (2019)
24. H Qiu, Z Gu, L Mou, X Mao, L Fang, Y Zhao, J Liu, J Cheng. The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detection. OMIA workshop@MICCAI, 2019, pp. 104-111
25. Qifeng Yan, Yitian Zhao, Yalin Zheng, Yonghuai Liu, Kang Zhou, Alejandro Frangi, Jiang Liu, Automated Retinal Lesion Detection via Image Saliency Analsysi, Medical Physics, 2019, 46(10): 4531-4544, 2019.
26.Bing Yang, Yi Zhang, Jun Cheng, Jin Zhang, Lei Mou, Huaying Hao, Yitian Zhao, Jiang Liu, Network Pruning for OCT Image Classification, International Workshop on Ophthalmic Medical Image Analysis, pp. 121-129
27.Joshua Bridge, Simon P Harding, Yitian Zhao, Yalin Zheng Dictionary Learning Informed Deep Neural Network with Application to OCT Images, International Workshop on Ophthalmic Medical Image Analysis, pp. 1-8
28.Likun Xia, Jian Yang, Tao Han, Huiming Xu, Qi Yang, Yitian Zhao, Yongtian Wang, A mobilized automatic human body measure system using neural network, Multimedia Tools and Applications, 78(9): 11291-11311, 2019.
29. Jun Cheng, Yitian Zhao, Yan Hu and Jiang Liu, Pixel Reconstruction for Speckle Reduction in 3D Optical Coherence Tomography of Retina, to be appeared in Proceedings of International Symposium on Biomedical Imaging (ISBI 2019) ,Venice, Italy, 2019.
30.Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu, Dense Dilated Network with Probability Regularized Walk for Vessel Detection, IEEE Transcation on Medical Imaging, 2019
31.Yitian Zhao, Yifan Zhao, Jiang Liu and others, 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, 2019
32.Zhang T, Cheng J, Fu H, et al. Noise Adaptation Generative Adversarial Network for Medical Image Analysis[J]. IEEE Transactions on Medical Imaging, 2019.
33.Yan Q, Xu M, Wong D W K, A Taruya, A Tanaka, et al. Automatic fibroatheroma identification in intravascular optical coherence tomography volumes[J]. Journal of Ambient Intelligence and Humanized Computing, 2019: 1-7.
34.Brayn Williams, Davide Borroni, Rongjun Liu, Yitian Zhao, Jiong Zhang,... Yalin Zheng, An aritifical intenlligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study, Diabetologia, 2019, 2019: 1-12.
35.Li F, Li H, Yang J, et al. Upside-down position leads to choroidal expansion and anterior chamber shallowing: OCT study[J]. British Journal of Ophthalmology, 2019: bjophthalmol-2019-314418.
36.Lee J A, Liu P, Cheng J, et al. A Deep Step Pattern Representation for Multimodal Retinal Image Registration[C]//Proceedings of the IEEE International Conference on Computer Vision. 2019: 5077-5086.
37.Jiang Y, Duan L, Cheng J, Z Gu, H Xia, H Fu, C Li, J Liu. JointRCNN: A Region-based Convolutional Neural Network for Optic Disc and Cup Segmentation[J]. IEEE Transactions on Biomedical Engineering, 2019.
2018年
1. Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu, Automatic 2D/3D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter, IEEE Transactions on Medical Imaging, 37(2): 438-450, 2018
2. H. Fu, Jun Cheng, Y. Xu, D. W. K. Wong, J. Liu and X. Cao, Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation, IEEE Transactions on Medical Imaging, vol. 37, no 7, pp. 1597-1605, 2018.
3. H. Fu, Jun Cheng, Y. Xu, C. Zhang, D. W. K.Wong, J. Liu, X. Cao, "Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image", IEEE Transactions on Medical Imaging, vol. 37, no. 11, pp. 2493-2501, 2018 .
4. Jun Cheng, "Sparse Range-constrained Learning and Its Application for Medical Image Grading", IEEE Transactions on Medical Imaging, vol. 37, no. 12, pp. 2729-2738, 2018.
5. Jun Cheng, Z. Li, Z. Gu, H. Fu, D. W. K. Wong, J. Liu，"Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis", IEEE Transactions on Medical Imaging, vol. 37, no. 11, pp. 2536-2546, 2018.
6. Yitian Zhao, Yalin Zheng, Zhili Chen, Peng Liu, Yifan Zhao, Jiang Liu, Uniqueness-Driven Saliency Analysis For Automated Abnormalities Detection with Application to Retinal Diseases, Proceedings of MICCAI, pp. 109-118, Granada, Spain, September, 2018.
7. Yitian Zhao, Jianyang Xie, Yalin Zheng, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Jiang Liu, Retinal Artery and Vein Classification via Dominant Sets Clustering-based Vascular Topology Estimation, Proceedings of MICCAI, pp. 56-64, Granada, Spain, September, 2018.
8. Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu, "Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT", Proceedings of MICCAI, pp. 356-363, 2018.
9. Zaiwang Gu, Peng Liu, Kang Zhou, Yuming Jiang, Haoyu Mao, Jun Cheng, Jiang Liu: DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling, COMPAY/OMIA@MICCAI 2018: 253-260.
10. Peng Liu, Zaiwang Gu, Fan Liu, Yuming Jiang, Shanshan Jiang, Haoyu Mao, Jun Cheng, Lixin Duan, Jiang Liu: Large-Scale Left and Right Eye Classification in Retinal Images. COMPAY/OMIA@MICCAI 2018: 261-268
11. Kang Zhou, Zaiwang Gu, Annan Li, Jun Cheng, Shenghua Gao, Jiang Liu: Fundus Image Quality-Guided Diabetic Retinopathy Grading. COMPAY/OMIA@MICCAI 2018: 245-252
12. Jianyang Xie, Yitian Zhao, Yalin Zheng, Jiang Liu, Yongtian Wang, Retinal Vascular Topology Estimation Via Dominant Sets Clustering. Proceedings of International Symposium on Biomedical Imaging (ISBI 2018), Washington DC, USA,.
13. Y Xu, L Duan, H Fu, Z Zhang, W Zhao, T You, T Y Wong, J Liu. Ocular Disease Detection from Multiple Informatics Domains, Proceedings of International Symposium on Biomedical Imaging (ISBI 2018), Washington DC, USA. (ORAL)
14. Y Xu, X Sun, W Zhao, T You, J Liu. Optic Disc and Cup Localization from Retinal Fundus Images Using Deep Object Detection Networks, Proceedings of International Symposium on Biomedical Imaging (ISBI 2018), Washington DC, USA.
15. X Sun, Y Xu, W Zhao, T You, J Liu. Optic Disc Segmentation from Retinal Fundus Images Via Deep Object Detection Networks. Proceedings of EMBC, 2018.
16. Y Jiang, H Xia, Y Xu, J Cheng, H Fu, L Duan, Z Meng, J Liu. Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection. Proceedings of EMBC, 2018.
17. Kang Zhou, Zaiwang Gu，Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu, Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading, Proceedings of EMBC, 2018.
18. Chang-Tong Yang, Krishna K Ghosh, Parasuraman Padmanabhan, Oliver Langer, Jiang Liu, Christer Halldin, Balázs Gulyás. “PET-MR and SPECT-MR multimodality Probes: Development and Challenges “, Theranostics, 2018, in press.[IF=8.766]
19. Yifan Zhao, Ramon Laguna, Yitian Zhao, John Yianni, Ptolemaios Sarrigiannis, Jimmy Liu Jiang and Xiong-xiong He, A wavelet-based correlation analysis framework to study cerebro-muscular activity in essential tremor, Complexity, 7269494, 2018 .
20. Tong Na, Jianyang Xie, Yitian Zhao, Yifan Zhao, Yue Liu, Yongtian Wang, Jiang Liu, Retinal Vascular Segmentation Using Superpixel-based Line Operator and Its Application to Vascular Topology Estimation, Medical Physics, 45(7): 3132-3146, 2018., 2018.
21. Pan Su, Tianhua Chen, Weifeng Xu, Xuqiang Shao, Hongtao Wang, Yitian Zhao*, Dominant-set-based Consensus for Fuzzy C-means Clustering Ensemble, proceedings of the International Conference of Machine Learning and Cybernetics (ICMLC), accepted 2018.
22. Pratt H, Williams B M, Ku J, et al. Automatic detection and identification of retinal vessel junctions in colour fundus photography[C]//Annual Conference on Medical Image Understanding and Analysis. Springer, Cham, 2017: 27-37.
23. C. W. Lim, Jun Cheng, E. L. T. Tay, H. Y. Teo, E. P. Y. Wong, V. K. Y. Yong, B. A. Lim, O. K. Hee, H. T. Wong, L. W. L. Yip, Optical coherence tomography of the macula and optic nerve head: microvascular density and test-retest repeatability in normal subjects, BMC ophthalmology, 2018.
24. V. C. H. Yip, H. T. Wong, V. K. Y. Yong, B. A. Lim, O. K. Heel，Jun Cheng, H. Fu, C. W. Lim, E. L. T. Tay, R. GLoo-Valdez, H. Y. Teo, A. P. H. Lim, L. W. L. Yip, Optical coherence tomography angiography of optic disc and macular vessel density in glaucoma and healthy eyes, Journal of Glaucoma, 2018.
25. Likun Xia, Jian Yang, Tao Han, Huiming Xu, Qi Yang, Yitian Zhao and Yongtian Wang, A Mobilized Automatic Human Body Measure System Using Neural Network, Multimedia Tools and Applications, pp.1-21, 2018.
26. Yonghuai Liu, Yitian Zhao, Yanquan Zhou, Yongjun Wang, Wei Huang, Jiwan Han, Yiguang Liu, Logistic Regression of Point Matches for Accurate Transformation Estimation, Proceedings of International Conference on 3D Vision (3DV), pp. 409-417， Verona, Italy, September, 2018.
27. Davide Borroni, Mike Beech, Bryan Williams, Rongjun Liu, Yitian Zhao, Baikai Ma, Vito Romano, Uazman Alam, Hong Qi, Stephen B Kaye, Yalin Zheng, Building a validated in vivo confocal microscopy (IVCM) dataset for the study of corneal nerves, Investigative Ophthalmology & Visual Science,59(9): 5719. (Abstract)
28. Hong Qi, Davide Borroni, Rongjun Liu, Bryan Williams, Mike Beech, Yitian Zhao, Baikai Ma, Vito Romano, Uazman Alam, Stephen B Kaye, Yalin Zheng, Automated detection of corneal nerves using deep learning, Investigative Ophthalmology & Visual Science,59(9): 5721. (Abstract)
29. Pratt H, Williams B M, Ku J Y, et al. Automatic detection and distinction of retinal vessel bifurcations and crossings in colour fundus photography[J]. Journal of Imaging, 2018, 4(1): 4.
30. R. Srivastava, A. P. Yow, Jun Cheng, D. W. K. Wong, H. L. Tey, "3D graph-based skin layer segmentation in optical coherence tomography images for roughness estimation", Biomedical Optics Express, vol. 9, no. 8, pp. 3590-3606, 2018.
31. Li, Z. Niu, Jun Cheng, F. Yin, D. W. K. Wong, S. Yan, J. Liu, Learning Supervised Descent Directions for Optic Disc Segmentation, Neurocomputing, vol. 275, pp. 350-357 2018.
2017年
1. Kai Liu, Qi Liu, Junpeng Zhang, Yongliang Tian, Kewei Chen, Jinglong Wu, Jimmy Liu, Yiming Lei, Jing Zhang, Alveolar Bone Mineral Density Measurement using CBCT Images, Neuroscience and Biomedical Engineering, 5(1): 44-49, 2017.
2. Tao Yang, Chee Kong Chui, Weimin Huang, Zhenhua Jiang, Jiang Liu, Stacked Hidden Markov Model for Motion Intention Recognition, In proceeding of IEEE 2nd International Conference on Signal and Image Processing (ICSIP), Singapore, 2017.
3. Ee Ping Ong, Jun Cheng, Damon Wong, Jiang Liu, Elton L.T. Tay, Leonard W.L. Yip, Glaucoma Classification from Retina Optical Coherence Tomography Angiogram, In proceeding of 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Seogwipo, South Korea, 2017.
4. Fengli Yu, Jing Sun, Annan Li, Jun Cheng, Cheng Wan, Jiang Liu,Image Quality Classification for DR Screening Using Deep Learning, In proceeding of 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2017.
5. J. Cheng, Z. Zhang, D. Tao, D.W.K. Wong, J. Liu. Quadratic Divergence Regularized SVM For Optic Disc Segmentation, Biomedical Optics Express, ;8(5):2687-2696, 2017.
6. H. Fu, Y. Xu, S. Lin, X. Zhang, D. Wong, J. Liu, A. F. Frangi, M Baskaran and T Aung, Structure Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT, IEEE Transactions on Medical Imaging (TMI), 36(9): 1930-1938, 2017.
7. Di Niu, Peiyuan Xu, Cheng Wan, Jun Cheng, Jiang Liu, Automatic Localization of Optic Disc Based on Deep Learning in Fundus Images, In proceeding of 2nd International Conference on Signal and Image Processing, 2017.
8. J. Cheng, Z. Zhang, D. Tao, D.W.K. Wong, J. Liu, M. Baskaran. Similarity regularized sparse group lasso for cup to disc ratio computation. Biomedical Optics Express, 8(8), 3763, 2017.
9. Jing Sun, Cheng Wan, Jun Cheng, FengLi Yu, Jiang Liu, Retinal Image Quality Classification Using Fine-Tuned CNN(C), In proceeding of 4th MICCAI Workshop on Ophthalmic Medical Image Analysis, Quebec, Canada, 2017.
10. Peiyuan Xu, Cheng Wan, Jun Cheng, Di Niu, Jiang Liu, Optic Disc Detection via Deep Leaning in Fundus Images(C), In proceeding of 4th MICCAI Workshop on Ophthalmic Medical Image Analysis, Quebec, Canada, 2017.
11. B. M. Williams, B. Al-Bander, H. Pratt, S. Lawman, Y. Zhao, Y. Zheng and Y. Shen, Fast blur detecti on and parametric deconvolution of retinal fundus images，In proceeding of 4th MICCAI Workshop on Ophthalmic Medical Image Analysis, Quebec, Canada, 194-201, 2017.
12. Chang-Tong Yang, Krishna K. Ghosh, Parasuraman Padmanabhan, Oliver Langer, Jiang Liu,Christer Halldin, Balázs Z. Gulyás. PET probes for imaging pancreatic islet cells. Clinical and Translational Imaging. 5(6): 507-523，2017.
13. Yifan Zhao, Edward Hanna, Grant R. Bigg, and Yitian Zhao, Tracking Nonlinear Correlation for Complex Dynamic Systems Using a Windowed Error Reduction Ratio Method, Complexity, 8570720，2017.
14. Ian MacCormick, Yalin Zheng, Silvester Czanner, Yitian Zhao, Peter Diggle, Simon P Harding, Gabriela Czanner, Spatial statistical modelling of capillary non-perfusion in the retina, Scientific Reports, 7:16792, 2017.
15. 杨燕鹤,郭文毅,蒋珊珊,吴越,王浩,何可可,刘江,一种生物体尺寸非接触测量方法,201711308446.0
16. 杨燕鹤,郭文毅,蒋珊珊,吴越,王浩,何可可,刘江,一种角膜直径的测量方法,201711308312.9
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2016年
1. J. Cheng, D. Tao, Y. Quan, D.W. Wong, G. C. Cheung, M. Akiba, J. Liu, Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. IEEE Transactions on Medical Imaging (TMI), 35(10): 2270 – 2279, 2016.
2. Yanwu Xu, Lixin Duan, Huazhu Fu, Xiaoqin Zhang, Damon W.K.Wong, Baskaran Mani, Tin Aung, Jiang Liu. Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-rank Tensor Recovery. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
3. Yanwu Xu, Lixin Duan, Damon W.K. Wong, Tien Yin Wong, Jiang Liu. Semantic Reconstruction-based Nuclear Cataract Grading from Slit-lamp Lens Images. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
4. Huazhu Fu, Yanwu Xu, Stephen Lin, Damon W.K. Wong, Jiang Liu. DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
5. Ying Quan, Beng-Hai Lee, Ai Ping Yow, Zhuo Zhang, Damon Wing Kee Wong, Jiang Liu. AQUIR - A System to Generate Quantitative and Customized Vision Measurement Template. In proceeding of IEEE Region 10 Conference (TENCON), Singapore, 2016.
6. Ruchir Srivastava, Lixin Duan, DamonW.K.Wong, Jiang Liu, Tien Yin Wong. Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels. Computer Methods and Programs in Biomedicine, 138:83-91, 2016.
1. J. Cheng, D. Tao, Y. Quan, D.W. Wong, G. C. Cheung, M. Akiba, J. Liu, Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. IEEE Transactions on Medical Imaging (TMI), 35(10): 2270 – 2279, 2016.
2. Yanwu Xu, Lixin Duan, Huazhu Fu, Xiaoqin Zhang, Damon W.K.Wong, Baskaran Mani, Tin Aung, Jiang Liu. Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-rank Tensor Recovery. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
3. Yanwu Xu, Lixin Duan, Damon W.K. Wong, Tien Yin Wong, Jiang Liu. Semantic Reconstruction-based Nuclear Cataract Grading from Slit-lamp Lens Images. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
4. Huazhu Fu, Yanwu Xu, Stephen Lin, Damon W.K. Wong, Jiang Liu. DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
5. Ying Quan, Beng-Hai Lee, Ai Ping Yow, Zhuo Zhang, Damon Wing Kee Wong, Jiang Liu. AQUIR - A System to Generate Quantitative and Customized Vision Measurement Template. In proceeding of IEEE Region 10 Conference (TENCON), Singapore, 2016.
6. Ruchir Srivastava, Lixin Duan, DamonW.K.Wong, Jiang Liu, Tien Yin Wong. Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels. Computer Methods and Programs in Biomedicine, 138:83-91, 2016.