Optical Camera Based Pedestrian Detection in Rainy Or Snowy Weather. - Yanwu Xu 001; Xianbin Cao 001; Hong Qiao (FSKD, 2006)

An Evolutionary Support Vector Machines Classifier for Pedestrian Detection. - D. Chen; Xianbin Cao 001; Yanwu Xu 001; Hong Qiao (IROS, 2006)

Fast Pedestrian Detection Using Color Information. - Yanwu Xu 001; Xianbin Cao 001; Hong Qiao; Fei-Yue Wang 001 (ISI, 2006)

The Treelike Assembly Classifier for Pedestrian Detection. - C. X. Wei; Xianbin Cao 001; Yanwu Xu 001; Hong Qiao; Fei-Yue Wang 001 (PAISI, 2007)

Negative selection based immune optimization. - Xianbin Cao 001; Hong Qiao; Yanwu Xu 001 (Adv. Eng. Softw., 2007)

Representative Template Set Generation Method for Pedestrian Detection. - Pei Wu; Xianbin Cao 001; Yanwu Xu 001; Hong Qiao (FSKD (4), 2008)

Airborne moving vehicle detection for urban traffic surveillance. - Renjun Lin; Xianbin Cao 001; Yanwu Xu 001; Chuangxian Wei; Hong Qiao (ITSC, 2008)

Virus-evolutionary genetic algorithm based selective ensemble classifier for pedestrian detection. - Bo Ning 003; Xianbin Cao 001; Yanwu Xu 001; Jun Zhang 007 (GEC Summit, 2009)

Associated evolution of a support vector machine-based classifier for pedestrian detection. - Xianbin Cao 001; Yanwu Xu 001; D. Chen; Hong Qiao (Inf. Sci., 2009)

Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis. - Yanwu Xu 001; Dong Xu 001; Stephen Lin 001; Jiang Liu 001; Jun Cheng 003; Carol Yim-lui Cheung; Tin Aung; Tien Yin Wong (MICCAI (3), 2011)

An Efficient Tree Classifier Ensemble-Based Approach for Pedestrian Detection. - Yanwu Xu 001; Xianbin Cao 001; Hong Qiao (IEEE Trans. Syst. Man Cybern. Part B, 2011)

Superpixel Classification Based Optic Disc Segmentation. - Jun Cheng 003; Jiang Liu 001; Yanwu Xu 001; Fengshou Yin; Damon Wing Kee Wong; Ngan Meng Tan; Ching Yu Cheng; Yih Chung Tham; Tien Yin Wong (ACCV (2), 2012)

Superpixel classification for initialization in model based optic disc segmentation. - Jun Cheng 003; Jiang Liu 001; Yanwu Xu 001; Fengshou Yin; Damon Wing Kee Wong; Beng Hai Lee; Carol Yim-lui Cheung; Tin Aung; Tien Yin Wong (EMBC, 2012)

Efficient optic cup localization using regional propagation based on retinal structure priors. - Yanwu Xu 001; Jiang Liu 001; Jun Cheng 003; Fengshou Yin; Ngan Meng Tan; Damon Wing Kee Wong; Mani Baskaran; Ching Yu Cheng; Tien Yin Wong (EMBC, 2012)

Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification. - Yanwu Xu 001; Jiang Liu 001; Ngan Meng Tan; Beng Hai Lee; Damon Wing Kee Wong; Mani Baskaran; Shamira A. Perera; Tin Aung (EMBC, 2012)

Efficient optic cup localization based on superpixel classification for glaucoma diagnosis in digital fundus images. - Yanwu Xu 001; Jiang Liu 001; Jun Cheng 003; Fengshou Yin; Ngan Meng Tan; Damon Wing Kee Wong; Ching Yu Cheng; Yih Chung Tham; Tien Yin Wong (ICPR, 2012)

Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors. - Yanwu Xu 001; Jiang Liu 001; Stephen Lin 001; Dong Xu 001; Carol Yim-lui Cheung; Tin Aung; Tien Yin Wong (MICCAI (1), 2012)

Identify Predictive SNP groups in Genome Wide Association Study: A Sparse Learning Approach. - Zhuo Zhang 001; Yanwu Xu 001; Jiang Liu 001; Chee Keong Kwoh 001 (CSBio, 2012)

Detection of Sudden Pedestrian Crossings for Driving Assistance Systems. - Yanwu Xu 001; Dong Xu 001; Stephen Lin 001; Tony X. Han; Xianbin Cao 001; Xuelong Li 001 (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Automated anterior chamber angle localization and glaucoma type classification in OCT images. - Yanwu Xu 001; Jiang Liu 001; Jun Cheng 003; Beng Hai Lee; Damon Wing Kee Wong; Mani Baskaran; Shamira A. Perera; Tin Aung (EMBC, 2013)

Domain prior based superpixel propagation for optic cup localization. - Ngan Meng Tan; Yanwu Xu 001; Jiang Liu 001; Wooi Boon Goh; Carol Yim-lui Cheung; Tin Aung; Tien Yin Wong (ISBI, 2013)

Learn to recognize pathological myopia in fundus images using bag-of-feature and sparse learning approach. - Yanwu Xu 001; Jiang Liu 001; Zhuo Zhang 001; Ngan Meng Tan; Damon Wing Kee Wong; Seang Mei Saw; Tien Yin Wong (ISBI, 2013)

Superpixel Classification Based Optic Cup Segmentation. - Jun Cheng 003; Jiang Liu 001; Dacheng Tao; Fengshou Yin; Damon Wing Kee Wong; Yanwu Xu 001; Tien Yin Wong (MICCAI (3), 2013)

Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression. - Yanwu Xu 001; Xinting Gao; Stephen Lin 001; Damon Wing Kee Wong; Jiang Liu 001; Dong Xu 001; Ching Yu Cheng; Carol Yim-lui Cheung; Tien Yin Wong (MICCAI (2), 2013)

Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening. - Yanwu Xu 001; Stephen Lin 001; Damon Wing Kee Wong; Jiang Liu 001; Dong Xu 001 (MICCAI (3), 2013)

Research and applications: Automatic glaucoma diagnosis through medical imaging informatics. - Jiang Liu 001; Zhuo Zhang 001; Damon Wing Kee Wong; Yanwu Xu 001; Fengshou Yin; Jun Cheng 003; Ngan Meng Tan; Chee Keong Kwoh 001; Dong Xu 001; Yih Chung Tham; Tin Aung; Tien Yin Wong (J. Am. Medical Informatics Assoc., 2013)

Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening. - Jun Cheng 003; Jiang Liu 001; Yanwu Xu 001; Fengshou Yin; Damon Wing Kee Wong; Ngan Meng Tan; Dacheng Tao; Ching Yu Cheng; Tin Aung; Tien Yin Wong (IEEE Trans. Medical Imaging, 2013)

Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning. - Xiangyu Chen; Yanwu Xu 001; Lixin Duan; Shuicheng Yan; Zhuo Zhang 001; Damon Wing Kee Wong; Jiang Liu 001 (ACCV (4), 2014)

Effective Drusen Segmentation from Fundus Images for Age-Related Macular Degeneration Screening. - Huiying Liu; Yanwu Xu 001; Damon Wing Kee Wong; Jiang Liu 001 (ACCV (3), 2014)

Local patch reconstruction framework for optic cup localization in glaucoma detection. - Yanwu Xu 001; Ying Quan; Yi Huang; Ngan Meng Tan; Ruoying Li 002; Lixin Duan; Lin Chen 021; Huiying Liu; Xiangyu Chen; Damon Wing Kee Wong; Mani Baskaran; Shamira A. Perera; et al. (EMBC, 2014)

Multi-scale superpixel classification for optic cup localization. - Ngan Meng Tan; Yanwu Xu 001; Jiang Liu 001; Wooi Boon Goh; Fengshou Yin; Tien Yin Wong (ISBI, 2014)

Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection. - Lixin Duan; Yanwu Xu 001; Wen Li 001; Lin Chen 021; Damon Wing Kee Wong; Tien Yin Wong; Jiang Liu 001 (MICCAI (2), 2014)

Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation. - Yanwu Xu 001; Lixin Duan; Stephen Lin 001; Xiangyu Chen; Damon Wing Kee Wong; Tien Yin Wong; Jiang Liu 001 (MICCAI (1), 2014)

Growcut-based drusen segmentation for age-related macular degeneration detection. - Huiying Liu; Yanwu Xu 001; Damon Wing Kee Wong; Jiang Liu 001 (VCIP, 2014)

Glaucoma detection based on deep convolutional neural network. - Xiangyu Chen; Yanwu Xu 001; Damon Wing Kee Wong; Tien Yin Wong; Jiang Liu 001 (EMBC, 2015)

Multiple ocular diseases detection based on joint sparse multi-task learning. - Xiangyu Chen; Yanwu Xu 001; Fengshou Yin; Zhuo Zhang 001; Damon Wing Kee Wong; Tien Yin Wong; Jiang Liu 001 (EMBC, 2015)

A cloud-based system for automatic glaucoma screening. - Fengshou Yin; Damon Wing Kee Wong; Ying Quan; Ai Ping Yow; Ngan Meng Tan; Kavitha Gopalakrishnan; Beng Hai Lee; Yanwu Xu 001; Zhuo Zhang 001; Jun Cheng 003; Jiang Liu 001 (EMBC, 2015)

Retina verification using a combined points and edges approach. - Ee Ping Ong; Yanwu Xu 001; Damon Wing Kee Wong; Jiang Liu 001 (ICIP, 2015)

Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso. - Xiangyu Chen; Yanwu Xu 001; Shuicheng Yan; Tat-Seng Chua; Damon Wing Kee Wong; Tien Yin Wong; Jiang Liu 001 (MICCAI (2), 2015)

Automatic Feature Learning for Glaucoma Detection Based on Deep Learning. - Xiangyu Chen; Yanwu Xu 001; Shuicheng Yan; Damon Wing Kee Wong; Tien Yin Wong; Jiang Liu 001 (MICCAI (3), 2015)

Robust multi-scale superpixel classification for optic cup localization. - Ngan Meng Tan; Yanwu Xu 001; Wooi-Boon Goh; Jiang Liu 001 (Comput. Medical Imaging Graph., 2015)

Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer. - Huazhu Fu; Yanwu Xu 001; Damon Wing Kee Wong; Jiang Liu 001; Mani Baskaran; Shamira A. Perera; Tin Aung (EMBC, 2016)

Determining the difference in eyegaze measurements in individuals with Age related Macular Degeneration. - Huiying Liu; Damon Wing Kee Wong; Ai Ping Yow; Yanwu Xu 001; Fengshou Yin; Augustinus Laude; Tock Han Lim (EMBC, 2016)

Retinal vessel segmentation via deep learning network and fully-connected conditional random fields. - Huazhu Fu; Yanwu Xu 001; Damon Wing Kee Wong; Jiang Liu 001 (ISBI, 2016)

Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification. - Yanwu Xu 001; Jiang Liu 001; Damon Wing Kee Wong; Mani Baskaran; Shamira A. Perera; Tin Aung (ISBI, 2016)

DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field. - Huazhu Fu; Yanwu Xu 001; Stephen Lin 001; Damon Wing Kee Wong; Jiang Liu 001 (MICCAI (2), 2016)

Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-Rank Tensor Recovery. - Yanwu Xu 001; Lixin Duan; Huazhu Fu; Xiaoqin Zhang 002; Damon Wing Kee Wong; Mani Baskaran; Tin Aung; Jiang Liu 001 (MICCAI (3), 2016)

Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images. - Yanwu Xu 001; Lixin Duan; Damon Wing Kee Wong; Tien Yin Wong; Jiang Liu 001 (MICCAI (3), 2016)

Detecting impaired vision caused by AMD from gaze data. - Huiying Liu; Yanwu Xu 001; Damon Wing Kee Wong; Ai Ping Yow; Augustinus Laude; Tock Han Lim (EMBC, 2017)

Breast Tumor Detection in Ultrasound Images Using Deep Learning. - Zhantao Cao; Lixin Duan; Guowu Yang; Ting Yue; Qin Chen; Huazhu Fu; Yanwu Xu 001 (Patch-MI@MICCAI, 2017)

Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT. - Huazhu Fu; Yanwu Xu 001; Stephen Lin 001; Xiaoqin Zhang 002; Damon Wing Kee Wong; Jiang Liu 001; Alejandro F. Frangi; Mani Baskaran; Tin Aung (IEEE Trans. Medical Imaging, 2017)

DeepAMD: Detect Early Age-Related Macular Degeneration by Applying Deep Learning in a Multiple Instance Learning Framework. - Huiying Liu; Damon Wing Kee Wong; Huazhu Fu; Yanwu Xu 001; Jiang Liu 001 (ACCV (5), 2018)

Robust Angular Local Descriptor Learning. - Yanwu Xu 001; Mingming Gong; Tongliang Liu; Kayhan Batmanghelich; Chaohui Wang (ACCV (5), 2018)

A Robust Detection Method of Atrial Fibrillation. - Jing Hu; Wei Zhao; Yanwu Xu 001; Dongya Jia; Cong Yan; Hongmei Wang; Tianyuan You (CinC, 2018)

ST Segment Change Classification Based on Multiple Feature Extraction Using ECG. - Hongmei Wang; Wei Zhao; Yanwu Xu 001; Jing Hu; Cong Yan; Dongya Jia; Tianyuan You (CinC, 2018)

A Multilead QRS Complex Detection Method on 12-Lead Electrocardiogram Signals. - Wei Zhao; Yanwu Xu 001; Cong Yan; Jing Hu; Dongya Jia; Hongmei Wang; Tianyuan You (CinC, 2018)

Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection. - Yuming Jiang 003; Hu Xia; Yanwu Xu 001; Jun Cheng 003; Huazhu Fu; Lixin Duan; Zhigang Meng; Jiang Liu 001 (EMBC, 2018)

Optic Disc Segmentation from Retinal Fundus Images via Deep Object Detection Networks. - Xu Sun 006; Yanwu Xu 001; Wei Zhao; Tianyuan You; Jiang Liu 001 (EMBC, 2018)

Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models. - Andres Diaz-Pinto; Adrián Colomer; Valery Naranjo; Sandra Morales; Yanwu Xu 001; Alejandro F. Frangi (IDEAL (1), 2018)

Ocular disease detection from multiple informatics domains. - Yanwu Xu 001; Lixin Duan; Huazhu Fu; Zhuo Zhang 001; Wei Zhao; Tianyuan You; Tien Yin Wong; Jiang Liu 001 (ISBI, 2018)

Multi-context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT. - Huazhu Fu; Yanwu Xu 001; Stephen Lin 001; Damon Wing Kee Wong; Mani Baskaran; Meenakshi Mahesh; Tin Aung; Jiang Liu 001 (MICCAI (2), 2018)

Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks. - Xu Sun 006; Yanwu Xu 001; Mingkui Tan; Huazhu Fu; Wei Zhao; Tianyuan You; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

Multi-scale Masked 3-D U-Net for Brain Tumor Segmentation. - Yanwu Xu 001; Mingming Gong; Huan Fu; Dacheng Tao; Kun Zhang 001; Kayhan Batmanghelich (BrainLes@MICCAI (2), 2018)

Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images. - Pengshuai Yin; Mingkui Tan; Huaqing Min; Yanwu Xu 001; Guanghui Xu 002; Qingyao Wu; Yunfei Tong; Risa Higashita; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss. - Yong Guo; Qi Chen 014; Jian Chen 011; Junzhou Huang; Yanwu Xu 001; Jiezhang Cao; Peilin Zhao; Mingkui Tan (CoRR, 2018)

Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation. - Huazhu Fu; Jun Cheng 003; Yanwu Xu 001; Damon Wing Kee Wong; Jiang Liu 001; Xiaochun Cao (IEEE Trans. Medical Imaging, 2018)

Disc-Aware Ensemble Network for Glaucoma Screening From Fundus Image. - Huazhu Fu; Jun Cheng 003; Yanwu Xu 001; Changqing Zhang; Damon Wing Kee Wong; Jiang Liu 001; Xiaochun Cao (IEEE Trans. Medical Imaging, 2018)

Glaucoma Detection Based on Deep Learning Network in Fundus Image. - Huazhu Fu; Jun Cheng 003; Yanwu Xu 001; Jiang Liu 001 (Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019)

Oversampling for Imbalanced Data via Optimal Transport. - Yuguang Yan; Mingkui Tan; Yanwu Xu 001; Jiezhang Cao; Michael K. Ng 001; Huaqing Min; Qingyao Wu (AAAI, 2019)

Conditional Adversarial Transfer for Glaucoma Diagnosis. - Jingwen Wang; Yuguang Yan; Yanwu Xu 001; Wei Zhao; Huaqing Min; Mingkui Tan; Jiang Liu 001 (EMBC, 2019)

Evaluation of Retinal Image Quality Assessment Networks in Different Color-Spaces. - Huazhu Fu; Boyang Wang; Jianbing Shen; Shanshan Cui; Yanwu Xu 001; Jiang Liu 001; Ling Shao 001 (MICCAI (1), 2019)

Retinopathy Diagnosis Using Semi-supervised Multi-channel Generative Adversarial Network. - Yingpeng Xie; Qiwei Wan; Guozhen Chen; Yanwu Xu 001; Baiying Lei (OMIA@MICCAI, 2019)

PM-Net: Pyramid Multi-label Network for Joint Optic Disc and Cup Segmentation. - Pengshuai Yin; Qingyao Wu; Yanwu Xu 001; Huaqing Min; Ming Yang 039; Yubing Zhang; Mingkui Tan (MICCAI (1), 2019)

Attention Guided Network for Retinal Image Segmentation. - Shihao Zhang; Huazhu Fu; Yuguang Yan; Yubing Zhang; Qingyao Wu; Ming Yang 039; Mingkui Tan; Yanwu Xu 001 (MICCAI (1), 2019)

Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network. - Huazhu Fu; Yanwu Xu 001; Stephen Lin 001; Damon Wing Kee Wong; Mani Baskaran; Meenakshi Mahesh; Tin Aung; Jiang Liu 001 (CoRR, 2019)

REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs. - José Ignacio Orlando; Huazhu Fu; João Barbosa Breda; Karel van Keer; Deepti R. Bathula; Andrés Diaz-Pinto; Ruogu Fang; Pheng-Ann Heng; Jeyoung Kim; Joonho Lee; Joonseok Lee; Xiaoxiao Li; et al. (CoRR, 2019)

Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment. - Andres Diaz-Pinto; Adrián Colomer; Valery Naranjo; Sandra Morales; Yanwu Xu 001; Alejandro F. Frangi (IEEE Trans. Medical Imaging, 2019)

Attention-based Saliency Hashing for Ophthalmic Image Retrieval. - Jiansheng Fang; Yanwu Xu 001; Xiaoqing Zhang 001; Yan Hu; Jiang Liu 001 (BIBM, 2020)

Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution. - Yong Guo; Jian Chen 011; Jingdong Wang 001; Qi Chen 014; Jiezhang Cao; Zeshuai Deng; Yanwu Xu 001; Mingkui Tan (CVPR, 2020)

Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference. - Jiansheng Fang; Xiaoqing Zhang 001; Yan Hu; Yanwu Xu 001; Ming Yang 039; Jiang Liu 001 (ICPR, 2020)

Semi-Supervised GANs with Complementary Generator Pair for Retinopathy Screening. - Yingpeng Xie; Qiwei Wan; Hai Xie; Baiying Lei; Ee-Leng Tan; Yanwu Xu 001 (ICPR, 2020)

Longitudinal Analysis of Mild Cognitive Impairment via Sparse Smooth Network and Attention-Based Stacked Bi-Directional Long-Short Term Memory. - Dongdong Liu; Yanwu Xu 001; Ahmed Elazab; Peng Yang 011; Wei Wang 117; Tianfu Wang 001; Baiying Lei (ISBI, 2020)

A Novel End-to-End Hybrid Network for Alzheimer's Disease Detection Using 3D CNN and 3D CLSTM. - Zaimin Xia; Guanghui Yue 001; Yanwu Xu 001; Chiyu Feng; Mengya Yang; Tianfu Wang 001; Baiying Lei (ISBI, 2020)

Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT. - Jinkui Hao; Huazhu Fu; Yanwu Xu 001; Yan Hu; Fei Li 021; Xiulan Zhang; Jiang Liu 001; Yitian Zhao (MICCAI (5), 2020)

Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences. - Huaying Hao; Huazhu Fu; Yanwu Xu 001; Jianlong Yang; Fei Li 021; Xiulan Zhang; Jiang Liu 001; Yitian Zhao (MICCAI (5), 2020)

Residual-CycleGAN Based Camera Adaptation for Robust Diabetic Retinopathy Screening. - Dalu Yang; Yehui Yang; Tiantian Huang; Binghong Wu; Lei Wang; Yanwu Xu 001 (MICCAI (2), 2020)

Multi-scale Enhanced Graph Convolutional Network for Early Mild Cognitive Impairment Detection. - Shuangzhi Yu; Shuqiang Wang; Xiaohua Xiao; Jiuwen Cao; Guanghui Yue 001; Dongdong Liu; Tianfu Wang 001; Yanwu Xu 001; Baiying Lei (MICCAI (7), 2020)

Retinal Image Segmentation with a Structure-Texture Demixing Network. - Shihao Zhang; Huazhu Fu; Yanwu Xu 001; Yanxia Liu; Mingkui Tan (MICCAI (5), 2020)

A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays. - Chendi Rao; Jiezhang Cao; Runhao Zeng; Qi Chen 014; Huazhu Fu; Yanwu Xu 001; Mingkui Tan (CoRR, 2020)

AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography. - Huazhu Fu; Fei Li 021; Xu Sun 006; Xingxing Cao; Jingan Liao; José Ignacio Orlando; Xing Tao; Yuexiang Li; Shihao Zhang; Mingkui Tan; Chenglang Yuan; Cheng Bian; et al. (CoRR, 2020)

Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences. - Huaying Hao; Huazhu Fu; Yanwu Xu 001; Jianlong Yang; Fei Li 021; Xiulan Zhang; Jiang Liu 001; Yitian Zhao (CoRR, 2020)

Robust Retinal Vessel Segmentation from a Data Augmentation Perspective. - Xu Sun 006; Xingxing Cao; Yehui Yang; Lei Wang; Yanwu Xu 001 (CoRR, 2020)

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey. - Xiaoqing Zhang 001; Jiansheng Fang; Yan Hu; Yanwu Xu 001; Risa Higashita; Jiang Liu 001 (CoRR, 2020)

AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography. - Huazhu Fu; Fei Li 021; Xu Sun 006; Xingxing Cao; Jingan Liao; José Ignacio Orlando; Xing Tao; Yuexiang Li; Shihao Zhang; Mingkui Tan; Chenglang Yuan; Cheng Bian; et al. (Medical Image Anal., 2020)

Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. - Baiying Lei; Nina Cheng; Alejandro F. Frangi; Ee-Leng Tan; Jiuwen Cao; Peng Yang 011; Ahmed Elazab; Jie Du 001; Yanwu Xu 001; Tianfu Wang 001 (Medical Image Anal., 2020)

Skin lesion segmentation via generative adversarial networks with dual discriminators. - Baiying Lei; Zaimin Xia; Feng Jiang; Xudong Jiang 001; Zongyuan Ge; Yanwu Xu 001; Jie Du 001; Siping Chen; Tianfu Wang 001; Shuqiang Wang (Medical Image Anal., 2020)

Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network. - Huazhu Fu; Yanwu Xu 001; Stephen Lin 001; Damon Wing Kee Wong; Mani Baskaran; Meenakshi Mahesh; Tin Aung; Jiang Liu 001 (IEEE Trans. Cybern., 2020)

Multi-modality Images Analysis: A Baseline for Glaucoma Grading via Deep Learning. - Huihui Fang; Fangxin Shang; Huazhu Fu; Fei Li 021; Xiulan Zhang; Yanwu Xu 001 (OMIA@MICCAI, 2021)

Robust Retinal Vessel Segmentation from a Data Augmentation Perspective. - Xu Sun 006; Huihui Fang; Yehui Yang; Dongwei Zhu; Lei Wang; Junwei Liu; Yanwu Xu 001 (OMIA@MICCAI, 2021)

Distinguishing Differences Matters: Focal Contrastive Network for Peripheral Anterior Synechiae Recognition. - Yifan Yang; Huihui Fang; Qing Du; Fei Li 021; Xiulan Zhang; Mingkui Tan; Yanwu Xu 001 (MICCAI (8), 2021)

A Multi-branch Hybrid Transformer Network for Corneal Endothelial Cell Segmentation. - Yinglin Zhang; Risa Higashita; Huazhu Fu; Yanwu Xu 001; Yang Zhang; Haofeng Liu; Jian Zhang 002; Jiang Liu 001 (MICCAI (1), 2021)

Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network. - Yang Zhang; Risa Higashita; Yanwu Xu 001; Daisuke Santo; Yan Hu; Guodong Long; Jiang Liu 001 (OMIA@MICCAI, 2021)

Weighing features of lung and heart regions for thoracic disease classification. - Jiansheng Fang; Yanwu Xu 001; Yitian Zhao; Yuguang Yan; Junling Liu; Jiang Liu 001 (BMC Medical Imaging, 2021)

Internal Wasserstein Distance for Adversarial Attack and Defense. - Mingkui Tan; Shuhai Zhang; Jiezhang Cao; Jincheng Li 002; Yanwu Xu 001 (CoRR, 2021)

A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation. - Yinglin Zhang; Risa Higashita; Huazhu Fu; Yanwu Xu 001; Yang Zhang; Haofeng Liu; Jian Zhang 002; Jiang Liu 001 (CoRR, 2021)

Progressive Hard-case Mining across Pyramid Levels in Object Detection. - Binghong Wu; Yehui Yang; Dalu Yang; Junde Wu; Haifeng Huang; Lei Wang; Junwei Liu; Yanwu Xu 001 (CoRR, 2021)

Deep level set learning for optic disc and cup segmentation. - Pengshuai Yin; Yanwu Xu 001; Jinhui Zhu; Jiang Liu 001; Chang'an Yi; Huichou Huang; Qingyao Wu (Neurocomputing, 2021)

Angle-closure assessment in anterior segment OCT images via deep learning. - Huaying Hao; Yitian Zhao; Qifeng Yan; Risa Higashita; Jiong Zhang; Yifan Zhao 001; Yanwu Xu 001; Fei Li 021; Xiulan Zhang; Jiang Liu 001 (Medical Image Anal., 2021)

Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment. - Peng Yang 011; Feng Zhou 003; Dong Ni 001; Yanwu Xu 001; Siping Chen; Tianfu Wang 001; Baiying Lei (IEEE Trans. Cybern., 2021)

Dataset and Evaluation Algorithm Design for GOALS Challenge. - Huihui Fang; Fei Li 021; Huazhu Fu; Junde Wu; Xiulan Zhang; Yanwu Xu 001 (OMIA@MICCAI, 2022)

Interaction-Oriented Feature Decomposition for Medical Image Lesion Detection. - Junyong Shen; Yan Hu; Xiaoqing Zhang 001; Zhongxi Qiu; Tingming Deng; Yanwu Xu 001; Jiang Liu 001 (MICCAI (3), 2022)

SeATrans: Learning Segmentation-Assisted Diagnosis Model via Transformer. - Junde Wu; Huihui Fang; Fangxin Shang; Dalu Yang; Zhaowei Wang 004; Jing Gao; Yehui Yang; Yanwu Xu 001 (MICCAI (2), 2022)

Learning Self-calibrated Optic Disc and Cup Segmentation from Multi-rater Annotations. - Junde Wu; Huihui Fang; Zhaowei Wang 004; Dalu Yang; Yehui Yang; Fangxin Shang; Wenshuo Zhou; Yanwu Xu 001 (MICCAI (2), 2022)

Opinions Vary? Diagnosis First! - Junde Wu; Huihui Fang; Dalu Yang; Zhaowei Wang 004; Wenshuo Zhou; Fangxin Shang; Yehui Yang; Yanwu Xu 001 (MICCAI (2), 2022)

Multi-scale Multi-target Domain Adaptation for Angle Closure Classification. - Zhen Qiu; Yifan Zhang 004; Fei Li 021; Xiulan Zhang; Yanwu Xu 001; Mingkui Tan (PRCV (2), 2022)

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. - Reuben Dorent; Aaron Kujawa; Marina Ivory; Spyridon Bakas; Nicola Rieke; Samuel Joutard; Ben Glocker; Jorge Cardoso 002; Marc Modat; Kayhan Batmanghelich; Arseniy Belkov; Maria G. Baldeon Calisto; et al. (CoRR, 2022)

Opinions Vary? Diagnosis First! - Junde Wu; Huihui Fang; Binghong Wu; Dalu Yang; Yehui Yang; Yanwu Xu 001 (CoRR, 2022)

GAMMA Challenge: Glaucoma grAding from Multi-Modality imAges. - Junde Wu; Huihui Fang; Fei Li 021; Huazhu Fu; Fengbin Lin; Jiongcheng Li; Lexing Huang; Qinji Yu; Sifan Song; Xingxing Xu; Yanyu Xu; Wensai Wang; et al. (CoRR, 2022)

ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images. - Huihui Fang; Fei Li 021; Huazhu Fu; Xu Sun 006; Xingxing Cao; Fengbin Lin; Jaemin Son; Sunho Kim; Gwenolé Quellec; Sarah Matta; Sharath M. Shankaranarayana; Yi-Ting Chen; et al. (CoRR, 2022)

REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment. - Huihui Fang; Fei Li 021; Huazhu Fu; Xu Sun 006; Xingxing Cao; Jaemin Son; Shuang Yu; Menglu Zhang; Chenglang Yuan; Cheng Bian; Baiying Lei; Benjian Zhao; et al. (CoRR, 2022)

Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification. - Wenshuo Zhou; Dalu Yang; Binghong Wu; Yehui Yang; Junde Wu; Xiaorong Wang; Lei Wang; Haifeng Huang; Yanwu Xu 001 (CoRR, 2022)

One Hyper-Initializer for All Network Architectures in Medical Image Analysis. - Fangxin Shang; Yehui Yang; Dalu Yang; Junde Wu; Xiaorong Wang; Yanwu Xu 001 (CoRR, 2022)

Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle. - Junde Wu; Huihui Fang; Haoyi Xiong; Lixin Duan; Mingkui Tan; Weihua Yang; Huiying Liu; Yanwu Xu 001 (CoRR, 2022)

Learning to screen Glaucoma like the ophthalmologists. - Junde Wu; Huihui Fang; Fei Li 021; Huazhu Fu; Yanwu Xu 001 (CoRR, 2022)

MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model. - Junde Wu; Huihui Fang; Yu Zhang 009; Yehui Yang; Yanwu Xu 001 (CoRR, 2022)

ExpNet: A unified network for Expert-Level Classification. - Junde Wu; Huihui Fang; Yehui Yang; Yu Zhang 009; Haoyi Xiong; Huazhu Fu; Yanwu Xu 001 (CoRR, 2022)

Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters. - Junde Wu; Huihui Fang; Yehui Yang; Yuanpei Liu; Jing Gao; Lixin Duan; Weihua Yang; Yanwu Xu 001 (CoRR, 2022)

Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM. - Baiying Lei; Yuwen Zhang; Dongdong Liu; Yanwu Xu 001; Guanghui Yue 001; Jiuwen Cao; Huoyou Hu; Shuangzhi Yu; Peng Yang 011; Tianfu Wang 001; Yali Qiu; Xiaohua Xiao; et al. (Knowl. Based Syst., 2022)

Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images. - Xiaoqing Zhang 001; Zunjie Xiao; Huazhu Fu; Yan Hu; Jin Yuan; Yanwu Xu 001; Risa Higashita; Jiang Liu 001 (Medical Image Anal., 2022)

Robust Collaborative Learning of Patch-Level and Image-Level Annotations for Diabetic Retinopathy Grading From Fundus Image. - Yehui Yang; Fangxin Shang; Binghong Wu; Dalu Yang; Lei Wang; Yanwu Xu 001; Wensheng Zhang 002; Tianzhu Zhang 001 (IEEE Trans. Cybern., 2022)

ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images. - Huihui Fang; Fei Li 021; Huazhu Fu; Xu Sun 006; Xingxing Cao; Fengbin Lin; Jaemin Son; Sunho Kim; Gwenolé Quellec; Sarah Matta; Sharath M. Shankaranarayana; Yi-Ting Chen; et al. (IEEE Trans. Medical Imaging, 2022)

Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT. - Jinkui Hao; Fei Li 021; Huaying Hao; Huazhu Fu; Yanwu Xu 001; Risa Higashita; Xiulan Zhang; Jiang Liu 001; Yitian Zhao (IEEE Trans. Medical Imaging, 2022)

Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data. - Zhongwei Huang; Haijun Lei; Guoliang Chen 005; Alejandro F. Frangi; Yanwu Xu 001; Ahmed Elazab; Jing Qin 001; Baiying Lei (IEEE Trans. Neural Networks Learn. Syst., 2022)

Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-Based Video Classification Frameworks. - Yuxuan Zhang; Qingzhong Wang; Jiang Bian 003; Yi Liu 040; Yanwu Xu 001; Dejing Dou; Haoyi Xiong (ISBI, 2023)

STAGE Challenge: Structural-Functional Transition in Glaucoma Assessment Challenge in MICCAI 2023. - Huihui Fang; Fei Li 021; Hanyi Yu; Dongyang Zhao; Xiang Li 115; Zhuoling Li; Huazhu Fu; Xiulan Zhang; Yanwu Xu 001 (OMIA@MICCAI, 2023)

Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. - Shouyue Liu; Jinkui Hao; Yanwu Xu 001; Huazhu Fu; Xinyu Guo; Jiang Liu 001; Yalin Zheng; Yonghuai Liu; Jiong Zhang; Yitian Zhao (MICCAI (7), 2023)

MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model. - Junde Wu; Rao Fu; Huihui Fang; Yu Zhang 009; Yehui Yang; Haoyi Xiong; Huiying Liu; Yanwu Xu 001 (MIDL, 2023)

MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer. - Junde Wu; Rao Fu; Huihui Fang; Yu Zhang 009; Yanwu Xu 001 (CoRR, 2023)

A Fast and Lightweight Network for Low-Light Image Enhancement. - Yu Zhang 009; Xiaoguang Di; Junde Wu; Rao Fu; Yong Li; Yue Wang; Yanwu Xu 001; Guohui Yang; Chunhui Wang (CoRR, 2023)

Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation. - Junde Wu; Rao Fu; Huihui Fang; Yuanpei Liu; Zhaowei Wang 004; Yanwu Xu 001; Yueming Jin; Tal Arbel (CoRR, 2023)

PALM: Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation. - Huihui Fang; Fei Li 021; Junde Wu; Huazhu Fu; Xu Sun 006; José Ignacio Orlando; Hrvoje Bogunovic; Xiulan Zhang; Yanwu Xu 001 (CoRR, 2023)

A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning. - Heng Li 010; Haofeng Liu; Huazhu Fu; Yanwu Xu 001; Hui Shu; Ke Niu 002; Yan Hu; Jiang Liu 001 (CoRR, 2023)

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. - Reuben Dorent; Aaron Kujawa; Marina Ivory; Spyridon Bakas; Nicola Rieke; Samuel Joutard; Ben Glocker; M. Jorge Cardoso; Marc Modat; Kayhan Batmanghelich; Arseniy Belkov; Maria G. Baldeon Calisto; et al. (Medical Image Anal., 2023)

Multi-scale enhanced graph convolutional network for mild cognitive impairment detection. - Baiying Lei; Yun Zhu; Shuangzhi Yu; Huoyou Hu; Yanwu Xu 001; Guanghui Yue 001; Tianfu Wang 001; Cheng Zhao 003; Shaobin Chen; Peng Yang 011; Xuegang Song; Xiaohua Xiao; et al. (Pattern Recognit., 2023)

Lens structure segmentation from AS-OCT images via shape-based learning. - Huihui Fang; Pengshuai Yin; Huanxin Chen; Yupeng Fang; Wan Chen; Jin Yuan; Risa Higashita; Jiang Liu 001; Yanwu Xu 001 (Comput. Methods Programs Biomed., 2023)

Fundus Image-Label Pairs Synthesis and Retinopathy Screening via GANs With Class-Imbalanced Semi-Supervised Learning. - Yingpeng Xie; Qiwei Wan; Hai Xie; Yanwu Xu 001; Tianfu Wang 001; Shuqiang Wang; Baiying Lei (IEEE Trans. Medical Imaging, 2023)

A generic fundus image enhancement network boosted by frequency self-supervised representation learning. - Heng Li 010; Haofeng Liu; Huazhu Fu; Yanwu Xu 001; Hai Shu; Ke Niu 002; Yan Hu; Jiang Liu 001 (Medical Image Anal., 2023)

GAMMA challenge: Glaucoma grAding from Multi-Modality imAges. - Junde Wu; Huihui Fang; Fei Li 021; Huazhu Fu; Fengbin Lin; Jiongcheng Li; Yue Huang 001; Qinji Yu; Sifan Song; Xinxing Xu; Yanyu Xu; Wensai Wang; et al. (Medical Image Anal., 2023)

MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer. - Junde Wu; Wei Ji 011; Huazhu Fu; Min Xu; Yueming Jin; Yanwu Xu 001 (AAAI, 2024)

BA-SAM: Boundary-Aware Adaptation of Segment Anything Model for Medical Image Segmentation. - Ying Chen; Xinyu Xiong; Huihui Fang; Yanwu Xu 001 (BIBM, 2024)

Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a Benchmark Dataset and a Novel Network. - Hongqiu Wang; Zhaohu Xing; Weitong Wu 003; Yijun Yang; Qingqing Tang; Meixia Zhang; Yanwu Xu 001; Lei Zhu 003 (MCHM@MM, 2024)

Diffusion-Enhanced Transformation Consistency Learning for Retinal Image Segmentation. - Xiang Li 115; Huihui Fang; Mingsi Liu; Yanwu Xu 001; Lixin Duan (MICCAI (11), 2024)

Cache-Driven Spatial Test-Time Adaptation for Cross-Modality Medical Image Segmentation. - Xiang Li 115; Huihui Fang; Changmiao Wang; Mingsi Liu; Lixin Duan; Yanwu Xu 001 (MICCAI (11), 2024)

ETSCL: An Evidence Theory-Based Supervised Contrastive Learning Framework for Multi-modal Glaucoma Grading. - Zhiyuan Yang; Bo Zhang 002; Yufei Shi 003; Ningze Zhong; Johnathan Loh; Huihui Fang; Yanwu Xu 001; Si Yong Yeo (OMIA@MICCAI, 2024)

Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training. - Jiamin Chen; Xuhong Li 002; Yanwu Xu 001; Mengnan Du; Haoyi Xiong (CoRR, 2024)

Pre-trained Molecular Language Models with Random Functional Group Masking. - Tianhao Peng 002; Yuchen Li 006; Xuhong Li 002; Jiang Bian 003; Zeke Xie; Ning Sui; Shahid Mumtaz; Yanwu Xu 001; Linghe Kong; Haoyi Xiong (CoRR, 2024)

Vessel-promoted OCT to OCTA image translation by heuristic contextual constraints. - Shuhan Li; Dong Zhang; Xiaomeng Li 001; Chubin Ou; Lin An; Yanwu Xu 001; Weihua Yang; Yanchun Zhang; Kwang-Ting Cheng (Medical Image Anal., 2024)

Early detection of dementia through retinal imaging and trustworthy AI. - Jinkui Hao; William Robert Kwapong; Ting Shen; Huazhu Fu; Yanwu Xu 001; Qinkang Lu; Shouyue Liu; Jiong Zhang; Yonghuai Liu; Yifan Zhao 001; Yalin Zheng; Alejandro F. Frangi; et al. (npj Digit. Medicine, 2024)

Scalable Heterogeneous Scheduling Based Model Parallelism for Real-Time Inference of Large-Scale Deep Neural Networks. - Xiaofeng Zou; Cen Chen 002; Peiying Lin; Luochuan Zhang; Yanwu Xu 001; Wenjie Zhang 004 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

MTPret: Improving X-Ray Image Analytics With Multitask Pretraining. - Weibin Liao; Qingzhong Wang; Xuhong Li 002; Yi Liu 040; Zeyu Chen; Siyu Huang; Dejing Dou; Yanwu Xu 001; Haoyi Xiong (IEEE Trans. Artif. Intell., 2024)

Calibrate the Inter-Observer Segmentation Uncertainty via Diagnosis-First Principle. - Junde Wu; Yu Zhang 091; Huihui Fang; Lixin Duan; Mingkui Tan; Weihua Yang; Chunhui Wang; Huiying Liu; Yueming Jin; Yanwu Xu 001 (IEEE Trans. Medical Imaging, 2024)

Towards Lightweight Super-Resolution With Dual Regression Learning. - Yong Guo; Mingkui Tan; Zeshuai Deng; Jingdong Wang 001; Qi Chen 014; Jiezhang Cao; Yanwu Xu 001; Jian Chen 011 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Adapting Segment Anything 2 for Diabetic Retinopathy Lesion Segmentation. - Ying Chen; Xinyu Xiong; Huihui Fang; Yanwu Xu 001 (ISBI, 2025)

Multimodal invariant feature prompt network for brain tumor segmentation with missing modalities. - Yueqin Diao; Huihui Fang; Hanyi Yu; Fan Li; Yanwu Xu 001 (Neurocomputing, 2025)

CUPre: Cross-domain Unsupervised Pre-training for few-shot cell segmentation. - Weibin Liao; Xuhong Li 002; Qingzhong Wang; Yanwu Xu 001; Zhaozheng Yin; Haoyi Xiong (Inf. Fusion, 2026)