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2020 – today
- 2024
[j36]Yanda Meng
, Yuchen Zhang, Jianyang Xie, Jinming Duan, Martha Joddrell, Savita Madhusudhan, Tunde Peto, Yitian Zhao, Yalin Zheng:
Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment. Medical Image Anal. 95: 103183 (2024)- [j35]Jinkui Hao, William Robert Kwapong, Ting Shen, Huazhu Fu, Yanwu Xu, Qinkang Lu, Shouyue Liu, Jiong Zhang, Yonghuai Liu, Yifan Zhao, Yalin Zheng, Alejandro F. Frangi, Shuting Zhang, Hong Qi, Yitian Zhao:
Early detection of dementia through retinal imaging and trustworthy AI. npj Digit. Medicine 7(1) (2024) - [j34]Jiong Zhang, Chenggang Lu, Ran Song, Yalin Zheng, Huaying Hao, Yanda Meng, Yitian Zhao:
Self-Guided Adversarial Network for Domain Adaptive Retinal Layer Segmentation. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [j33]Jianyang Xie, Yanda Meng, Yitian Zhao, Anh Nguyen, Xiaoyun Yang, Yalin Zheng:
Dynamic Semantic-Based Spatial-Temporal Graph Convolution Network for Skeleton-Based Human Action Recognition. IEEE Trans. Image Process. 33: 6691-6704 (2024) - [c85]Jianyang Xie, Yanda Meng, Yitian Zhao, Anh Nguyen, Xiaoyun Yang, Yalin Zheng:
Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition. AAAI 2024: 6225-6233 - [c84]Zhuangzhi Gao, He Zhao, Zhongli Wu, Yuankai Wang, Gregory Yoke Hong Lip, Alena Shantsila, Eduard Shantsila, Yalin Zheng:
Coral-CVDs: A Consistent Ordinal Regression Model for Cardiovascular Diseases Grading. OMIA@MICCAI 2024: 73-82 - [c83]Xingguo Wang, Yuhui Ma, Xinyu Guo, Yalin Zheng, Jiong Zhang, Yonghuai Liu, Yitian Zhao:
A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement. MICCAI (1) 2024: 645-655 - [c82]Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng:
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting. MICCAI (1) 2024: 667-677 - [c81]Jianyang Xie, Xiuju Chen, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Xiaoxin Li, Yalin Zheng:
Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation. MICCAI (1) 2024: 743-753 - [i15]Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng:
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting. CoRR abs/2407.04068 (2024) - [i14]Baoru Huang, Tuan Van Vo, Chayun Kongtongvattana, Giulio Dagnino, Dennis Kundrat, Wenqiang Chi, Mohamed E. M. K. Abdelaziz, Trevor M. Y. Kwok, Tudor Jianu, Tuong Do, Hieu Le, Minh Nguyen, Hoan Nguyen, Erman Tjiputra, Quang Tran, Jianyang Xie, Yanda Meng, Binod Bhattarai, Zhaorui Tan, Hongbin Liu, Hong Seng Gan, Wei Wang, Xi Yang, Qiufeng Wang, Jionglong Su, Kaizhu Huang, Angelos Stefanidis, Min Guo, Bo Du, Rong Tao, Minh Vu, Guoyan Zheng, Yalin Zheng, Francisco Vasconcelos, Danail Stoyanov, Daniel S. Elson, Ferdinando Rodriguez y Baena, Anh Nguyen:
CathAction: A Benchmark for Endovascular Intervention Understanding. CoRR abs/2408.13126 (2024) - 2023
- [j32]Yanda Meng, Joshua Bridge, Cliff Addison, Manhui Wang, Cristin Merritt, Stu Franks, Maria Mackey, Steve Messenger, Renrong Sun, Thomas Fitzmaurice, Caroline McCann, Qiang Li, Yitian Zhao, Yalin Zheng:
Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning. Medical Image Anal. 84: 102722 (2023) - [j31]Yanda Meng, Joshua Bridge, Yitian Zhao, Martha Joddrell, Yihong Qiao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng:
Transportation Object Counting With Graph-Based Adaptive Auxiliary Learning. IEEE Trans. Intell. Transp. Syst. 24(3): 3422-3437 (2023) - [j30]Yanda Meng, Hongrun Zhang, Yitian Zhao, Dongxu Gao, Barbra Hamill, Godhuli Patri, Tunde Peto, Savita Madhusudhan, Yalin Zheng:
Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks. IEEE Trans. Medical Imaging 42(2): 416-429 (2023) - [j29]Hongrun Zhang, Yanda Meng, Yitian Zhao, Xuesheng Qian, Yihong Qiao, Xiaoyun Yang, Yalin Zheng:
3D Human Pose and Shape Reconstruction From Videos via Confidence-Aware Temporal Feature Aggregation. IEEE Trans. Multim. 25: 3868-3880 (2023) - [c80]Hongrun Zhang, Liam Burrows, Yanda Meng, Declan Sculthorpe, Abhik Mukherjee, Sarah E. Coupland, Ke Chen, Yalin Zheng:
Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model. CVPR 2023: 15630-15640 - [c79]Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao:
Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. MICCAI (7) 2023: 607-617 - [c78]Yanda Meng, Yuchen Zhang, Jianyang Xie, Jinming Duan, Yitian Zhao, Yalin Zheng:
Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning. PRCV (13) 2023: 98-109 - [e6]Bhavna Josephine Antony, Hao Chen, Huihui Fang, Huazhu Fu, Cecilia S. Lee, Yalin Zheng:
Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. Lecture Notes in Computer Science 14096, Springer 2023, ISBN 978-3-031-44012-0 [contents] - [i13]Hongrun Zhang, Liam Burrows, Yanda Meng, Declan Sculthorpe, Abhik Mukherjee, Sarah E. Coupland, Ke Chen, Yalin Zheng:
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model. CoRR abs/2304.03572 (2023) - [i12]Yuchen Zhang, Yanda Meng, Yalin Zheng:
Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-focused nnU-Net. CoRR abs/2304.14071 (2023) - [i11]Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao:
Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. CoRR abs/2311.06009 (2023) - 2022
- [j28]Gustavo Daniel Vega Magdaleno, Vladislav Bespalov, Yalin Zheng, Alex Alves Freitas, João Pedro de Magalhães:
Machine learning-based predictions of dietary restriction associations across ageing-related genes. BMC Bioinform. 23(1): 10 (2022) - [j27]Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Ian J. C. MacCormick, Xiaowei Huang, Yalin Zheng:
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation. IEEE Trans. Medical Imaging 41(3): 690-701 (2022) - [j26]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 Trans. Medical Imaging 41(8): 2079-2091 (2022) - [c77]Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng:
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. CVPR 2022: 18780-18790 - [c76]Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng:
Electrocardiogram Two-Dimensional Motifs: A Study Directed at Cardio Vascular Disease Classification. IC3K 2022: 3-27 - [c75]Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng:
Two-dimensional Motif Extraction from Images: A Study using an Electrocardiogram. KDIR 2022: 19-28 - [c74]Yuchen Zhang, Yanda Meng, Yalin Zheng:
Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net. LAScarQS@MICCAI 2022: 49-59 - [c73]Jiayu Chen, Lei Mou, Shaodong Ma, Huazhu Fu, Lijun Guo, Yalin Zheng, Jiong Zhang, Yitian Zhao:
NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation. MICCAI (4) 2022: 79-88 - [c72]Yanda Meng, Xu Chen, Hongrun Zhang, Yitian Zhao, Dongxu Gao, Barbra Hamill, Godhuli Patri, Tunde Peto, Savita Madhusudhan, Yalin Zheng:
Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency. MICCAI (4) 2022: 524-534 - [c71]Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng:
Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor. SGAI Conf. 2022: 64-80 - [e5]Bhavna Josephine Antony, Huazhu Fu, Cecilia S. Lee, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 9th International Workshop, OMIA 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13576, Springer 2022, ISBN 978-3-031-16524-5 [contents] - [i10]Yanda Meng, Joshua Bridge, Meng Wei, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng:
Counting with Adaptive Auxiliary Learning. CoRR abs/2203.04061 (2022) - [i9]Yanda Meng, Xu Chen, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Xiaowei Huang, Yalin Zheng:
3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs. CoRR abs/2203.04643 (2022) - [i8]Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng:
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. CoRR abs/2203.12081 (2022) - 2021
- [j25]Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akiba, Jiang Liu:
CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging. Medical Image Anal. 67: 101874 (2021) - [j24]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 Trans. Medical Imaging 40(3): 928-939 (2021) - [c70]Yanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng:
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. BMVC 2021: 223 - [c69]Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng:
Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification. DaWaK 2021: 235-241 - [c68]Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng:
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. ICCV 2021: 15529-15539 - [c67]Xu Chen, Xiangde Luo, Guotai Wang, Yalin Zheng:
Deep Elastica For Image Segmentation. ISBI 2021: 706-710 - [c66]Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao:
3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation. ISBI 2021: 1609-1613 - [c65]Shuai Yu, Yonghuai Liu, Jiong Zhang, Jianyang Xie, Yalin Zheng, Jiang Liu, Yitian Zhao:
Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography. MICCAI (8) 2021: 13-23 - [c64]Xu Chen, Yanda Meng, Yitian Zhao, Rachel Williams, Srinivasa R. Vallabhaneni, Yalin Zheng:
Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration. MICCAI (4) 2021: 24-34 - [c63]Kaizhong Deng, Yanda Meng, Dongxu Gao, Joshua Bridge, Yaochun Shen, Gregory Y. H. Lip, Yitian Zhao, Yalin Zheng:
TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography. ASMUS@MICCAI 2021: 63-72 - [c62]Jingyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, Yitian Zhao:
Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. OMIA@MICCAI 2021: 82-91 - [c61]Hongrun Zhang, Yanda Meng, Xuesheng Qian, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng:
A regularization term for slide correlation reduction in whole slide image analysis with deep learning. MIDL 2021: 842-854 - [c60]Joshua Bridge, Simon P. Harding, Yalin Zheng:
End-to-End Deep Learning Vector Autoregressive Prognostic Models to Predict Disease Progression with Uneven Time Intervals. MIUA 2021: 517-531 - [c59]Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng:
Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification. SGAI Conf. 2021: 254-266 - [e4]Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings. Lecture Notes in Computer Science 12970, Springer 2021, ISBN 978-3-030-86999-1 [contents] - [i7]Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao:
3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation. CoRR abs/2102.13588 (2021) - [i6]Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng:
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. CoRR abs/2107.13271 (2021) - [i5]Yanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng:
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. CoRR abs/2110.14775 (2021) - 2020
- [j23]Wenyue Zhu, Jae Yee Ku, Yalin Zheng, Paul C. Knox, Ruwanthi Kolamunnage-Dona, Gabriela Czanner:
Spatial Linear Mixed Effects Modelling for OCT Images: SLME Model. J. Imaging 6(6): 44 (2020) - [j22]Joshua Bridge, Yanda Meng, Yitian Zhao, Yong Du, Mingfeng Zhao, Renrong Sun, Yalin Zheng:
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models. IEEE J. Biomed. Health Informatics 24(10): 2776-2786 (2020) - [j21]Xiyin Wu, Dongxu Gao, David Borroni, Savita Madhusudhan, Zhong Jin, Yalin Zheng:
Cooperative Low-Rank Models for Removing Stripe Noise From OCTA Images. IEEE J. Biomed. Health Informatics 24(12): 3480-3490 (2020) - [j20]Yitian Zhao, Yonghuai Liu, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu:
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering. IEEE Trans. Medical Imaging 39(2): 341-356 (2020) - [j19]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 Trans. Medical Imaging 39(9): 2725-2737 (2020) - [j18]Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu:
Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy". IEEE Trans. Medical Imaging 39(11): 3758 (2020) - [c58]Yanda Meng, Wei Meng, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng:
Regression of Instance Boundary by Aggregated CNN and GCN. ECCV (8) 2020: 190-207 - [c57]Jianyang Xie, Yonghuai Liu, Yalin Zheng, Pan Su, Yan Hu, Jian Yang, Jiang Liu, Yitian Zhao:
Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images. MICCAI (6) 2020: 117-127 - [c56]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 (4) 2020: 352-362 - [c55]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 (2) 2020: 667-677 - [e3]Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings. Lecture Notes in Computer Science 12069, Springer 2020, ISBN 978-3-030-63418-6 [contents] - [e2]Yalin Zheng, Bryan M. Williams, Ke Chen:
Medical Image Understanding and Analysis - 23rd Conference, MIUA 2019, Liverpool, UK, July 24-26, 2019, Proceedings. Communications in Computer and Information Science 1065, Springer 2020, ISBN 978-3-030-39342-7 [contents] - [i4]Joshua Bridge, Simon P. Harding, Yalin Zheng:
Development and Validation of a Novel Prognostic Model for Predicting AMD Progression Using Longitudinal Fundus Images. CoRR abs/2007.05120 (2020) - [i3]Yuhui Ma, Huaying Hao, Huazhu Fu, Jiong Zhang, Jianlong Yang, Jiang Liu, Yalin Zheng, Yitian Zhao:
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. CoRR abs/2007.05201 (2020) - [i2]Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akiba, Jiang Liu:
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging. CoRR abs/2010.07486 (2020) - [i1]Xu Chen, Xiangde Luo, Yitian Zhao, Shaoting Zhang, Guotai Wang, Yalin Zheng:
Learning Euler's Elastica Model for Medical Image Segmentation. CoRR abs/2011.00526 (2020)
2010 – 2019
- 2019
- [j17]Zhaohui Zhang, Sanyang Liu, Yi-Guang Bai, Yalin Zheng:
M optimal routes hops strategy: detecting sinkhole attacks in wireless sensor networks. Clust. Comput. 22(Supplement): 7677-7685 (2019) - [c54]Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Yalin Zheng, Jiang Liu:
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering. CVPR 2019: 8505-8513 - [c53]Xu Chen, Bryan M. Williams, Srinivasa R. Vallabhaneni, Gabriela Czanner, Rachel Williams, Yalin Zheng:
Learning Active Contour Models for Medical Image Segmentation. CVPR 2019: 11632-11640 - [c52]Harry Pratt, Frans Coenen, Yalin Zheng:
Feature Visualisation of Classification of Diabetic Retinopathy Using a Convolutional Neural Network. KDH@IJCAI 2019: 23-29 - [c51]Joshua Bridge, Simon P. Harding, Yitian Zhao, Yalin Zheng:
Dictionary Learning Informed Deep Neural Network with Application to OCT Images. OMIA@MICCAI 2019: 1-8 - [c50]Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu:
Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity. MICCAI (4) 2019: 12-20 - [c49]Lei Mou, Yitian Zhao, Li Chen, Jun Cheng, Zaiwang Gu, Huaying Hao, Hong Qi, Yalin Zheng, Alejandro F. Frangi, Jiang Liu:
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. MICCAI (1) 2019: 721-730 - [c48]Wenyue Zhu, Jae Yee Ku, Yalin Zheng, Paul C. Knox, Simon P. Harding, Ruwanthi Kolamunnage-Dona, Gabriela Czanner:
Spatial Modelling of Retinal Thickness in Images from Patients with Diabetic Macular Oedema. MIUA 2019: 114-126 - [c47]Baidaa Al-Bander, Theiab Alzahrani, Saeed Alzahrani, Bryan M. Williams, Yalin Zheng:
Improving Fetal Head Contour Detection by Object Localisation with Deep Learning. MIUA 2019: 142-150 - [c46]Dongxu Gao, Numan Celik, Xiyin Wu, Bryan M. Williams, Amira Stylianides, Yalin Zheng:
A Novel Deep Learning Based OCTA De-striping Method. MIUA 2019: 189-197 - [c45]Varakorn Kidsumran, Yalin Zheng:
Deep Vectorization Convolutional Neural Networks for Denoising in Mammogram Using Enhanced Image. MIUA 2019: 220-227 - [c44]Xiyin Wu, Dongxu Gao, Bryan M. Williams, Amira Stylianides, Yalin Zheng, Zhong Jin:
Joint Destriping and Segmentation of OCTA Images. MIUA 2019: 423-435 - [c43]Xu Chen, Melissa Leak, Simon P. Harding, Yalin Zheng:
AI-Based Method for Detecting Retinal Haemorrhage in Eyes with Malarial Retinopathy. MIUA 2019: 439-449 - [c42]Kun Zhao, Hui Zhang, Yitian Zhao, Jianyang Xie, Yalin Zheng, David Borroni, Hong Qi, Jiang Liu:
Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor. MIUA 2019: 459-469 - [c41]Joshua Bridge, Simon P. Harding, Yalin Zheng:
DAISY Descriptors Combined with Deep Learning to Diagnose Retinal Disease from High Resolution 2D OCT Images. MIUA 2019: 489-496 - [e1]Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 6th International Workshop, OMIA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, Proceedings. Lecture Notes in Computer Science 11855, Springer 2019, ISBN 978-3-030-32955-6 [contents] - 2018
- [j16]Baidaa Al-Bander, Waleed Al-Nuaimy, Bryan M. Williams, Yalin Zheng:
Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc. Biomed. Signal Process. Control. 40: 91-101 (2018) - [j15]Harry Pratt, Bryan M. Williams, Jae Ku, Charles Vas, Emma McCann, Baidaa Al-Bander, Yitian Zhao, Frans Coenen, Yalin Zheng:
Automatic Detection and Distinction of Retinal Vessel Bifurcations and Crossings in Colour Fundus Photography. J. Imaging 4(1): 4 (2018) - [j14]Baidaa Al-Bander, Bryan M. Williams, Waleed Al-Nuaimy, Majid A. Al-Taee, Harry Pratt, Yalin Zheng:
Dense Fully Convolutional Segmentation of the Optic Disc and Cup in Colour Fundus for Glaucoma Diagnosis. Symmetry 10(4): 87 (2018) - [j13]Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu:
Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter. IEEE Trans. Medical Imaging 37(2): 438-450 (2018) - [c40]Jianyang Xie, Yitian Zhao, Yalin Zheng, Pan Su, Jiang Liu, Yongtian Wang:
Retinal vascular topology estimation via dominant sets clustering. ISBI 2018: 1458-1462 - [c39]Yitian Zhao, Jianyang Xie, Pan Su, Yalin Zheng, Yonghuai Liu, Jun Cheng, Jiang Liu:
Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation. MICCAI (2) 2018: 56-64 - [c38]Yitian Zhao, Yalin Zheng, Yifan Zhao, Yonghuai Liu, Zhili Chen, Peng Liu, Jiang Liu:
Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases. MICCAI (2) 2018: 109-118 - [c37]Ying Xu, Bryan M. Williams, Baidaa Al-Bander, Zheping Yan, Yaochun Shen, Yalin Zheng:
Improving the Resolution of Retinal OCT with Deep Learning. MIUA 2018: 325-332 - 2017
- [j12]Zhijun Gao, Wei Bu, Yalin Zheng, Xiangqian Wu:
Automated layer segmentation of macular OCT images via graph-based SLIC superpixels and manifold ranking approach. Comput. Medical Imaging Graph. 55: 42-53 (2017) - [j11]Abdulrahman Albarrak, Frans Coenen, Yalin Zheng:
Volumetric image classification using homogeneous decomposition and dictionary learning: A study using retinal optical coherence tomography for detecting age-related macular degeneration. Comput. Medical Imaging Graph. 55: 113-123 (2017) - [j10]Yitian Zhao, Jingliang Zhao, Jian Yang, Yonghuai Liu, Yifan Zhao, Yalin Zheng, Likun Xia, Yongtian Wang:
Saliency driven vasculature segmentation with infinite perimeter active contour model. Neurocomputing 259: 201-209 (2017) - [j9]Yitian Zhao, Pan Su, Jian Yang, Yifan Zhao, Yalin Zheng, Yongtian Wang:
A compactness based saliency approach for leakages detection in fluorescein angiogram. Int. J. Mach. Learn. Cybern. 8(6): 1971-1979 (2017) - [j8]Yitian Zhao, Yalin Zheng, Yonghuai Liu, Jian Yang, Yifan Zhao, Duanduan Chen, Yongtian Wang:
Intensity and Compactness Enabled Saliency Estimation for Leakage Detection in Diabetic and Malarial Retinopathy. IEEE Trans. Medical Imaging 36(1): 51-63 (2017) - [c36]Baidaa Al-Bander, Waleed Al-Nuaimy, Majid A. Al-Taee, Yalin Zheng:
Automated glaucoma diagnosis using deep learning approach. SDD 2017: 207-210 - [c35]Baidaa Al-Bander, Bryan M. Williams, Majid A. Al-Taee, Waleed Al-Nuaimy, Yalin Zheng:
A Novel Choroid Segmentation Method for Retinal Diagnosis Using Deep Learning. DeSE 2017: 182-187 - [c34]Lingling Luo, Yitian Zhao, Jian Yang, Yalin Zheng, Siyuan Yang, Danni Ai, Yongtian Wang:
Cerebral vascular enhancement using a weighted 3D symmetry filter. ISBI 2017: 942-946 - [c33]