S-AdaBoost and Pattern Detection in Complex Environment. - Jimmy Jiang Liu; Kia-Fock Loe (CVPR (1), 2003)

Boosting Face Identification in Airports. - Jimmy Jiang Liu; Kia-Fock Loe (IJCAI, 2003)

Robust Face Detection in Airports. - Jimmy Jiang Liu; Kia-Fock Loe; Hong-Jiang Zhang (EURASIP J. Adv. Signal Process., 2004)

Set-based Cascading Approaches for Magnetic Resonance (MR) Image Segmentation (SCAMIS). - Jiang Liu 001; Tze-Yun Leong; Chee Kin Ban; Boon Pin Tan; Borys Shuter; Shih-Chang Wang (AMIA, 2006)

A Set-based Hybrid Approach (SHA) for MRI Segmentation. - Jiang Liu 001; Tze-Yun Leong; Chee Kin Ban; Boon Pin Tan; Borys Shuter; Shih-Chang Wang (ICARCV, 2006)

A Hybrid Approach using Set Theory (HAST) for Magnetic Resonance (MR) Image Segmentation. - Jiang Liu 001; Chee Kin Ban; Boon Pin Tan; Borys Shuter; Shih-Chang Wang (PRIS, 2006)

Automatic opacity detection in retro-illumination images for cortical cataract diagnosis. - Huiqi Li; Liling Ko; Joo-Hwee Lim; Jiang Liu 001; Damon Wing Kee Wong; Tien Yin Wong; Ying Sun 001 (ICME, 2008)

Automatic working area classification in peripheral blood smears using spatial distribution features across scales. - Wei Xiong 001; Sim Heng Ong; Joo-Hwee Lim; Nn Tung; Jiang Liu 001; Daniel Racoceanu; Kevin S. W. Tan; Alvin G. L. Chong; Kelvin Weng Chiong Foong (ICPR, 2008)

Image based grading of nuclear cataract by SVM regression. - Huiqi Li; Joo-Hwee Lim; Jiang Liu 001; Tien Yin Wong; Ava G. Tan; Jie Jin Wang; Paul Mitchell (Computer-Aided Diagnosis, 2008)

CALM: cascading system with leaking detection mechanism for medical image segmentation. - Jiang Liu 001; Joo-Hwee Lim; Huiqi Li (Image Processing, 2008)

Computerized Systems for Cataract Grading. - Huiqi Li; Joo-Hwee Lim; Jiang Liu 001; Damon Wing Kee Wong; Ngan Meng Tan; Shijian Lu; Zhuo Zhang 001; Tien Yin Wong (BMEI, 2009)

Cell Clumping Quantification and Automatic Area Classification in Peripheral Blood Smear Images. - Wei Xiong 001; S. H. Ong 001; Christina Kang; Joo-Hwee Lim; Jiang Liu 001; Daniel Racoceanu; Kelvin Weng Chiong Foong (BMEI, 2009)

Neuro-Retinal Optic Cup Detection in Glaucoma Diagnosis. - Zhuo Zhang 001; Jiang Liu 001; Damon Wing Kee Wong; Ngan Meng Tan; Joo-Hwee Lim; Shijian Lu; Huiqi Li; Ziyang Liang; Tien Yin Wong (BMEI, 2009)

Photometric correction of retinal images by polynomial interpolation. - Jiang Liu 001; Shijian Lu; Joo-Hwee Lim; Zhuo Zhang 001; Ngan Meng Tan; Damon Wing Kee Wong; Huiqi Li; Tien Yin Wong (ICIP, 2009)

Construction of a linear unbiased diffeomorphic probabilistic liver atlas from CT images. - Wei Xiong 001; S. H. Ong 001; Qi Tian 002; Guozhen Xu; Jiayin Zhou; Jiang Liu 001; Sudhakar K. Venkatesh (ICIP, 2009)

A Computer-Aided Diagnosis System of Nuclear Cataract via Ranking. - Wei Huang 013; Huiqi Li; Kap Luk Chan; Joo-Hwee Lim; Jiang Liu 001; Tien Yin Wong (MICCAI (1), 2009)

Automatic cell classification and population estimation in blastocystis autophagy images. - Wei Xiong 001; Joo-Hwee Lim; S. H. Ong 001; Jiang Liu 001; Yin Jing; Kevin S. W. Tan (ICIP, 2010)

Feature Based Non-rigid Registration Using Quaternion Subdivision. - Fahad Hameed Ahmad; Natarajan Sudha; Jimmy Jiang Liu (ICMB, 2010)

Automatic classification of pathological myopia in retinal fundus images using PAMELA. - Jiang Liu 001; Damon Wing Kee Wong; Ngan Meng Tan; Zhuo Zhang 001; Shijian Lu; Joo-Hwee Lim; Huiqi Li; Seang Mei Saw; Louis Tong; Tien Yin Wong (Computer-Aided Diagnosis, 2010)

Classification of left and right eye retinal images. - Ngan Meng Tan; Jiang Liu 001; Damon Wing Kee Wong; Zhuo Zhang 001; Shijian Lu; Joo-Hwee Lim; Huiqi Li; Tien Yin Wong (Computer-Aided Diagnosis, 2010)

Enhancement of optic cup detection through an improved vessel kink detection framework. - Damon Wing Kee Wong; Jiang Liu 001; Ngan Meng Tan; Zhuo Zhang 001; Shijian Lu; Joo-Hwee Lim; Huiqi Li; Tien Yin Wong (Computer-Aided Diagnosis, 2010)

Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization. - Xinqi Chu; Chee Khun Poh; Liyuan Li; Kap Luk Chan; Shuicheng Yan; Weijia Shen; That Mon Htwe; Jiang Liu 001; Joo-Hwee Lim; Eng Hui Ong (MICCAI (2), 2010)

Content-Based Medical Image Retrieval with Metric Learning via Rank Correlation. - Wei Huang 013; Kap Luk Chan; Huiqi Li; Joo-Hwee Lim; Jiang Liu 001; Tien Yin Wong (MLMI, 2010)

Automatic optic disc segmentation based on image brightness and contrast. - Shijian Lu; Jiang Liu 001; Joo-Hwee Lim; Zhuo Zhang 001; Ngan Meng Tan; Damon Wing Kee Wong; Huiqi Li; Tien Yin Wong (Image Processing, 2010)

A Computer-Aided Diagnosis System of Nuclear Cataract. - Huiqi Li; Joo-Hwee Lim; Jiang Liu 001; Paul Mitchell; Ava G. Tan; Jie Jin Wang; Tien Yin Wong (IEEE Trans. Biomed. Eng., 2010)

Automated Layer Segmentation of Optical Coherence Tomography Images. - Shijian Lu; Carol Yim-lui Cheung; Jiang Liu 001; Joo-Hwee Lim; Christopher Kai-shun Leung; Tien Yin Wong (IEEE Trans. Biomed. Eng., 2010)

Automatic Area Classification in Peripheral Blood Smears. - Wei Xiong 001; Sim Heng Ong; Joo-Hwee Lim; Kelvin W. C. Foong; Jiang Liu 001; Daniel Racoceanu; Alvin G. L. Chong; Kevin S. W. Tan (IEEE Trans. Biomed. Eng., 2010)

Focal edge association to glaucoma diagnosis. - Jun Cheng 003; Jiang Liu 001; Damon Wing Kee Wong; Ngan Meng Tan; Beng Hai Lee; Carol Yim-lui Cheung; Mani Baskaran; Tien Yin Wong; Tin Aung (EMBC, 2011)

Automatic optic disc segmentation with peripapillary atrophy elimination. - Jun Cheng 003; Jiang Liu 001; Damon Wing Kee Wong; Fengshou Yin; Carol Yim-lui Cheung; Mani Baskaran; Tin Aung; Tien Yin Wong (EMBC, 2011)

Designing an active motor skill learning platform with a robot-assisted laparoscopic trainer. - Chun Siong Lee; Liangjing Yang; Tao Yang 014; Chee-Kong Chui; Jiang Liu 001; Weimin Huang 002; Yi Su 001; Stephen K. Y. Chang (EMBC, 2011)

A hybrid framework for genome wide epistasis discovery. - Zehao Tan; Zhuo Zhang 001; Jiang Liu 001; Chee Keong Kwoh 001; Sim Heng Ong; Yik Ying Teo; Chiea-Chuen Khor; E. Shyong Tai; Tin Aung; Eranga Vithana; Tien Yin Wong (EMBC, 2011)

Model-based optic nerve head segmentation on retinal fundus images. - Fengshou Yin; Jiang Liu 001; Sim Heng Ong; Ying Sun 001; Damon Wing Kee Wong; Ngan Meng Tan; Carol Yim-lui Cheung; Mani Baskaran; Tin Aung; Tien Yin Wong (EMBC, 2011)

MRMR optimized classification for automatic glaucoma diagnosis. - Zhuo Zhang 001; Chee Keong Kwoh 001; Jiang Liu 001; Fengshou Yin; Adrianto Wirawan; Carol Yim-lui Cheung; Mani Baskaran; Tin Aung; Tien Yin Wong (EMBC, 2011)

Focal Biologically Inspired Feature for Glaucoma Type Classification. - Jun Cheng 003; Dacheng Tao; Jiang Liu 001; Damon Wing Kee Wong; Beng Hai Lee; Mani Baskaran; Tien Yin Wong; Tin Aung (MICCAI (3), 2011)

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)

3D shape decomposition and comparison for gallbladder modeling. - Weimin Huang 002; Jiayin Zhou; Jiang Liu 001; Jing Zhang 008; Tao Yang 014; Yi Su 001; Gim Han Law; Chee-Kong Chui; Stephen K. Y. Chang (Image-Guided Procedures, 2011)

A Computer Assisted Method for Nuclear Cataract Grading From Slit-Lamp Images Using Ranking. - Wei Huang 013; Kap Luk Chan; Huiqi Li; Joo-Hwee Lim; Jiang Liu 001; Tien Yin Wong (IEEE Trans. Medical Imaging, 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)

Automated segmentation of optic disc and optic cup in fundus images for glaucoma diagnosis. - Fengshou Yin; Jiang Liu 001; Damon Wing Kee Wong; Ngan Meng Tan; Carol Yim-lui Cheung; Mani Baskaran; Tin Aung; Tien Yin Wong (CBMS, 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)

Automatic localization of retinal landmarks. - Xiangang Cheng; Damon Wing Kee Wong; Jiang Liu 001; Beng Hai Lee; Ngan Meng Tan; Jielin Zhang; Ching Yu Cheng; Chui Ming Gemmy Cheung; Tien Yin Wong (EMBC, 2012)

An ensembling approach for optic cup detection based on spatial heuristic analysis in retinal fundus images. - Damon Wing Kee Wong; Jiang Liu 001; Ngan Meng Tan; Fengshou Yin; Carol Yim-lui Cheung; Mani Baskaran; Tin Aung; Tien Yin Wong (EMBC, 2012)

Automatic detection of the macula in retinal fundus images using seeded mode tracking approach. - Damon Wing Kee Wong; Jiang Liu 001; Ngan Meng Tan; Fengshou Yin; Xiangang Cheng; Ching Yu Cheng; Chui Ming Gemmy Cheung; 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)

Sector-based optic cup segmentation with intensity and blood vessel priors. - Fengshou Yin; Jiang Liu 001; Damon Wing Kee Wong; Ngan Meng Tan; Jun Cheng 003; Ching Yu Cheng; Yih Chung Tham; Tien Yin Wong (EMBC, 2012)

Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training. - Tao Yang 014; Jiang Liu 001; Weimin Huang 002; Yi Su 001; Liangjing Yang; Chee-Kong Chui; Marcelo H. Ang Jr.; Stephen K. Y. Chang (IAS (2), 2012)

Early age-related macular degeneration detection by focal biologically inspired feature. - Jun Cheng 003; Damon Wing Kee Wong; Xiangang Cheng; Jiang Liu 001; Ngan Meng Tan; Mayuri Bhargava; Chui Ming Gemmy Cheung; Tien Yin Wong (ICIP, 2012)

Peripapillary atrophy detection by biologically inspired feature. - Jun Cheng 003; Jiang Liu 001; Damon Wing Kee Wong; Ngan Meng Tan; Carol Yim-lui Cheung; Mani Baskaran; Tien Yin Wong; Seang Mei Saw (ICPR, 2012)

Automatic localization of the macula in a supervised graph-based approach with contextual superpixel features. - Damon Wing Kee Wong; Jiang Liu 001; Ngan Meng Tan; Fengshou Yin; Xiangang Cheng; Chui Ming Gemmy Cheung; Mayuri Bhargava; Tien Yin Wong (ICPR, 2012)

Detecting the optic cup excavation in retinal fundus images by automatic detection of vessel kinking. - Damon Wing Kee Wong; Jiang Liu 001; Ngan Meng Tan; Fengshou Yin; Beng Hai Lee; Yih Chung Tham; Carol Yim-lui Cheung; Tien Yin Wong (ICPR, 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)

Automatic detection of the optic cup using vessel kinking in digital retinal fundus images. - Damon Wing Kee Wong; Jimmy Jiang Liu; Ngan Meng Tan; Fengshou Yin; Tien Yin Wong (ISBI, 2012)

3D Shape Analysis for Liver-Gallbladder Anatomical Structure Retrieval. - Weimin Huang 002; Wei Xiong 001; Jiayin Zhou; Jing Zhang 008; Tao Yang 014; Jiang Liu 001; Yi Su 001; Calvin Chi-Wan Lim; Chee-Kong Chui; Stephen K. Y. Chang (Abdominal Imaging, 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)

Reproducibility of Corneal Graft Thickness measurements with COLGATE in patients who have undergone DSAEK (Descemet Stripping Automated Endothelial Keratoplasty). - Melissa H. Y. Wong; Annabel Chew; Hla M. Htoon; Beng Hai Lee; Jun Cheng 003; Jiang Liu 001; Donald T. Tan; Jodhbir S. Mehta (BMC Medical Imaging, 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)

Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold. - Jun Cheng 003; Dacheng Tao; Jiang Liu 001; Damon Wing Kee Wong; Ngan Meng Tan; Tien Yin Wong; Seang Mei Saw (IEEE Trans. Medical Imaging, 2012)

Self-assessment for optic disc segmentation. - Jun Cheng 003; Jiang Liu 001; Fengshou Yin; Beng Hai Lee; Damon Wing Kee Wong; Tin Aung; Ching Yu Cheng; Tien Yin Wong (EMBC, 2013)

Synchronous simulation for deformation of liver and gallbladder with stretch and compression compensation. - Yuping Duan; Weimin Huang 002; Huibin Chang; Kyaw Kyar Toe; Tao Yang 014; Jiayin Zhou; Jiang Liu 001; Soo Kng Teo; Calvin Chi-Wan Lim; Yi Su 001; Chee-Kong Chui; Stephen K. Y. Chang (EMBC, 2013)

Integrating research, clinical practice and translation: The singapore experience. - Jiang Liu 001; Damon Wing Kee Wong; Zhuo Zhang 001; Beng Hai Lee; Xinting Gao; Fengshou Yin; Jielin Zhang; Min Thet Htoo (EMBC, 2013)

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)

Automatic notch detection in retinal images. - Mei Hui Tan; Ying Sun 001; Sim Heng Ong; Jiang Liu 001; Mani Baskaran; Tin Aung; Tien Yin Wong (ISBI, 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)

THALIA - An automatic hierarchical analysis system to detect drusen lesion images for amd assessment. - Damon Wing Kee Wong; Jiang Liu 001; Xiangang Cheng; Jielin Zhang; Fengshou Yin; Mayuri Bhargava; Chui Ming Gemmy Cheung; 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)

Optic disk localization by a robust fusion method. - Jielin Zhang; Fengshou Yin; Damon Wing Kee Wong; Jiang Liu 001; Mani Baskaran; Ching Yu Cheng; Tien Yin Wong (Computer-Aided Diagnosis, 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)

Modeling and Simulation of Soft Tissue Deformation. - Yuping Duan; Weimin Huang 002; Huibin Chang; Wenyu Chen 002; Kyaw Kyar Toe; Jiayin Zhou; Tao Yang 014; Jiang Liu 001; Soo Kng Teo; Calvin Chi-Wan Lim; Yi Su 001; Chee-Kong Chui; et al. (Abdominal Imaging, 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)

Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training. - Tao Yang 014; Jiang Liu 001; Weimin Huang 002; Liangjing Yang; Chee-Kong Chui; Marcelo H. Ang Jr.; Yi Su 001; Stephen K. Y. Chang (Frontiers of Intelligent Autonomous Systems, 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)

Speckle reduction in optical coherence tomography by matrix completion using bilateral random projection. - Jun Cheng 003; Lixin Duan; Damon Wing Kee Wong; Masahiro Akiba; Jiang Liu 001 (EMBC, 2014)

Geometric corner extraction in retinal fundus images. - Jimmy Addison Lee; Beng Hai Lee; Guozhen Xu; Ee Ping Ong; Damon Wing Kee Wong; Jiang Liu 001; Tock Han Lim (EMBC, 2014)

Automatic atherosclerotic heart disease detection in intracoronary optical coherence tomography images. - Mengdi Xu; Jun Cheng 003; Damon Wing Kee Wong; Akira Taruya; Atsushi Tanaka; Jiang Liu 001 (EMBC, 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)

Automatic retinal interest evaluation system (ARIES). - Fengshou Yin; Damon Wing Kee Wong; Ai Ping Yow; Beng Hai Lee; Ying Quan; Zhuo Zhang 001; Kavitha Gopalakrishnan; Ruoying Li 002; Jiang Liu 001 (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)

Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion. - Jun Cheng 003; Lixin Duan; Damon Wing Kee Wong; Dacheng Tao; Masahiro Akiba; Jiang Liu 001 (MICCAI (1), 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)

Robotic learning of motion using demonstrations and statistical models for surgical simulation. - Tao Yang 014; Chee-Kong Chui; Jiang Liu 001; Weimin Huang 002; Yi Su 001; Stephen K. Y. Chang (Int. J. Comput. Assist. Radiol. Surg., 2014)

A survey on computer aided diagnosis for ocular diseases. - Zhuo Zhang 001; Ruchir Srivastava; Huiying Liu; Xiangyu Chen; Lixin Duan; Damon Wing Kee Wong; Chee Keong Kwoh 001; Tien Yin Wong; Jiang Liu 001 (BMC Medical Informatics Decis. Mak., 2014)

Graph based lumen segmentation in optical coherence tomography images. - Mengdi Xu; Jun Cheng 003; Damon Wing Kee Wong; Jiang Liu 001; Akira Taruya; Atsushi Tanaka (ICICS, 2015)

Skin surface topographic assessment using in vivo high-definition optical coherence tomography. - Ai Ping Yow; Jun Cheng 003; Annan Li; Carolin Wall; Damon Wing Kee Wong; Jiang Liu 001; Hong Liang Tey (ICICS, 2015)

Object-based RGBD image co-segmentation with mutex constraint. - Huazhu Fu; Dong Xu 001; Stephen Lin 001; Jiang Liu 001 (CVPR, 2015)

A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration. - Jimmy Addison Lee; Jun Cheng 003; Beng Hai Lee; Ee Ping Ong; Guozhen Xu; Damon Wing Kee Wong; Jiang Liu 001; Augustinus Laude; Tock Han Lim (CVPR, 2015)

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)

Epidermal segmentation in high-definition optical coherence tomography. - Annan Li; Jun Cheng 003; Ai Ping Yow; Carolin Wall; Damon Wing Kee Wong; Hong Liang Tey; Jiang Liu 001 (EMBC, 2015)

An augmented reality assistance platform for eye laser surgery. - Ee Ping Ong; Jimmy Addison Lee; Jun Cheng 003; Beng Hai Lee; Guozhen Xu; Augustinus Laude; Stephen Teoh; Tock Han Lim; Damon Wing Kee Wong; Jiang Liu 001 (EMBC, 2015)

Red lesion detection in retinal fundus images using Frangi-based filters. - Ruchir Srivastava; Damon Wing Kee Wong; Lixin Duan; Jiang Liu 001; Tien Yin Wong (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)

Using deep learning for robustness to parapapillary atrophy in optic disc segmentation. - Ruchir Srivastava; Jun Cheng 003; Damon Wing Kee Wong; Jiang Liu 001 (ISBI, 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)

Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis. - Jimmy Addison Lee; Jun Cheng 003; Guozhen Xu; Ee Ping Ong; Beng Hai Lee; Damon Wing Kee Wong; Jiang Liu 001 (MICCAI (2), 2015)

A Robust Outlier Elimination Approach for Multimodal Retina Image Registration. - Ee Ping Ong; Jimmy Addison Lee; Jun Cheng 003; Guozhen Xu; Beng Hai Lee; Augustinus Laude; Stephen Teoh; Tock Han Lim; Damon Wing Kee Wong; Jiang Liu 001 (MICCAI (2), 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)

Sparse Dissimilarity-Constrained Coding for Glaucoma Screening. - Jun Cheng 003; Fengshou Yin; Damon Wing Kee Wong; Dacheng Tao; Jiang Liu 001 (IEEE Trans. Biomed. Eng., 2015)

Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction. - Huazhu Fu; Dong Xu 001; Stephen Lin 001; Damon Wing Kee Wong; Jiang Liu 001 (IEEE Trans. Biomed. Eng., 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)

Integrating holistic and local deep features for glaucoma classification. - Annan Li; Jun Cheng 003; Damon Wing Kee Wong; Jiang Liu 001 (EMBC, 2016)

Automated basal cell carcinoma detection in high-definition optical coherence tomography. - Annan Li; Jun Cheng 003; Ai Ping Yow; Ruchir Srivastava; Damon Wing Kee Wong; Hong Liang Tey; Jiang Liu 001 (EMBC, 2016)

Automated in vivo 3D high-definition optical coherence tomography skin analysis system. - Ai Ping Yow; Jun Cheng 003; Annan Li; Ruchir Srivastava; Jiang Liu 001; Damon Wing Kee Wong; Hong Liang Tey (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)

Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. - Jun Cheng 003; Dacheng Tao; Ying Quan; Damon Wing Kee Wong; Chui Ming Gemmy Cheung; Masahiro Akiba; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2016)

Glaucoma classification from retina optical coherence tomography angiogram. - Ee Ping Ong; Jun Cheng 003; Damon Wing Kee Wong; Jiang Liu 001; Elton L. T. Tay; Leonard W. L. Yip (EMBC, 2017)

Image quality classification for DR screening using deep learning. - Fengli Yu; Jing Sun; Annan Li; Jun Cheng 003; Cheng Wan 003; Jiang Liu 001 (EMBC, 2017)

Retinal Image Quality Classification Using Fine-Tuned CNN. - Jing Sun; Cheng Wan 003; Jun Cheng 003; Fengli Yu; Jiang Liu 001 (FIFI/OMIA@MICCAI, 2017)

Optic Disc Detection via Deep Learning in Fundus Images. - Peiyuan Xu; Cheng Wan 003; Jun Cheng 003; Di Niu; Jiang Liu 001 (FIFI/OMIA@MICCAI, 2017)

Generative caption for diabetic retinopathy images. - Luhui Wu; Cheng Wan 003; Yiquan Wu; Jiang Liu 001 (SPAC, 2017)

Preface. - Xinjian Chen 001; Shuo Li 001; Emanuele Trucco; Jimmy Jiang Liu; Yonggang Shi; Beiji Zou 001 (Comput. Medical Imaging Graph., 2017)

Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels. - Ruchir Srivastava; Lixin Duan; Damon Wing Kee Wong; Jiang Liu 001; Tien Yin Wong (Comput. Methods Programs Biomed., 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)

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)

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading. - Kang Zhou 001; Zaiwang Gu; Wen Liu 003; Weixin Luo; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (EMBC, 2018)

Combining Multiple Deep Features for Glaucoma Classification. - Annan Li; Yunhong Wang 001; Jun Cheng 003; Jiang Liu 001 (ICASSP, 2018)

Retinal vascular topology estimation via dominant sets clustering. - Jianyang Xie; Yitian Zhao; Yalin Zheng; Pan Su 001; Jiang Liu 001; Yongtian Wang (ISBI, 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)

DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling. - Zaiwang Gu; Peng Liu 049; Kang Zhou 001; Yuming Jiang 003; Haoyu Mao; Jun Cheng 003; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

Large-Scale Left and Right Eye Classification in Retinal Images. - Peng Liu 049; Zaiwang Gu; Fan Liu; Yuming Jiang 003; Shanshan Jiang; Haoyu Mao; Jun Cheng 003; Lixin Duan; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 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)

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)

Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation. - Yitian Zhao; Jianyang Xie; Pan Su 001; Yalin Zheng; Yonghuai Liu; Jun Cheng 003; Jiang Liu 001 (MICCAI (2), 2018)

Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases. - Yitian Zhao; Yalin Zheng; Yifan Zhao 001; Yonghuai Liu; Zhili Chen; Peng Liu 049; Jiang Liu 001 (MICCAI (2), 2018)

Fundus Image Quality-Guided Diabetic Retinopathy Grading. - Kang Zhou 001; Zaiwang Gu; Annan Li; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

A Wavelet-Based Correlation Analysis Framework to Study Cerebromuscular Activity in Essential Tremor. - Yifan Zhao 001; Ramon C. Laguna; Yitian Zhao; Jimmy Jiang Liu; Xiongxiong He; John Yianni; Ptolemaios G. Sarrigiannis (Complex., 2018)

Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis. - Jun Cheng 003; Zhengguo Li; Zaiwang Gu; Huazhu Fu; Damon Wing Kee Wong; Jiang Liu 001 (CoRR, 2018)

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang. - Kang Zhou 001; Zaiwang Gu; Wen Liu 003; Weixin Luo; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (CoRR, 2018)

Learning supervised descent directions for optic disc segmentation. - Annan Li; Zhiheng Niu; Jun Cheng 003; Fengshou Yin; Damon Wing Kee Wong; Shuicheng Yan; Jiang Liu 001 (Neurocomputing, 2018)

Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis. - Jun Cheng 003; Zhengguo Li; Zaiwang Gu; Huazhu Fu; Damon Wing Kee Wong; Jiang Liu 001 (IEEE Trans. Medical Imaging, 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)

Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter. - Yitian Zhao; Yalin Zheng; Yonghuai Liu; Yifan Zhao 001; Lingling Luo; Siyuan Yang; Tong Na; Yongtian Wang; Jiang Liu 001 (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)

Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering. - Jianyang Xie; Yitian Zhao; Yonghuai Liu; Pan Su 001; Yifan Zhao 001; Jun Cheng 003; Yalin Zheng; Jiang Liu 001 (CVPR, 2019)

Anterior Chamber Angles Classification in Anterior Segment OCT Images via Multi-Scale Regions Convolutional Neural Networks. - Huaying Hao; Yitian Zhao; Huazhu Fu; Qiaoling Shang; Fei Li 021; Xiulan Zhang; Jiang Liu 001 (EMBC, 2019)

Hybrid Neural Network for Photoacoustic Imaging Reconstruction. - Hengrong Lan; Kang Zhou 001; Changchun Yang; Jiang Liu 001; Shenghua Gao; Fei Gao 010 (EMBC, 2019)

Automated Iris Segmentation from Anterior Segment OCT Images with Occludable Angles via Local Phase Tensor. - Qiaoling Shang; Yitian Zhao; Zhili Chen; Huaying Hao; Fei Li 021; Xiulan Zhang; Jiang Liu 001 (EMBC, 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)

Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction. - Rui Zhao; Yitian Zhao; Zhili Chen; Yifan Zhao 001; Jianlong Yang; Yan Hu; Jun Cheng 003; Jiang Liu 001 (EMBC, 2019)

On the Application of Preaggregation Functions to Fuzzy Pattern Tree. - Pan Su 001; Tianhua Chen; Haoyu Mao; Jianyang Xie; Yitian Zhao; Jiang Liu 001 (FUZZ-IEEE, 2019)

Pixel Reconstruction For Speckle Reduction In 3D Optical Coherence Tomography Of Retina. - Jun Cheng 003; Yitian Zhao; Yan Hu; Jiang Liu 001 (ISBI, 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)

Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo. - Hengrong Lan; Kang Zhou 001; Changchun Yang; Jun Cheng 003; Jiang Liu 001; Shenghua Gao; Fei Gao 010 (MICCAI (1), 2019)

CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. - Lei Mou; Yitian Zhao; Li Chen 011; Jun Cheng 003; Zaiwang Gu; Huaying Hao; Hong Qi; Yalin Zheng; Alejandro F. Frangi; Jiang Liu 001 (MICCAI (1), 2019)

The Channel Attention Based Context Encoder Network for Inner Limiting Membrane Detection. - Hao Qiu; Zaiwang Gu; Lei Mou; Xiaoqian Mao; Liyang Fang; Yitian Zhao; Jiang Liu 001; Jun Cheng 003 (OMIA@MICCAI, 2019)

Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity. - Pan Su 001; Yitian Zhao; Tianhua Chen; Jianyang Xie; Yifan Zhao 001; Hong Qi; Yalin Zheng; Jiang Liu 001 (MICCAI (4), 2019)

Network Pruning for OCT Image Classification. - Bing Yang; Yi Zhang 018; Jun Cheng 003; Jin Zhang 013; Lei Mou; Huaying Hao; Yitian Zhao; Jiang Liu 001 (OMIA@MICCAI, 2019)

SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. - Tianyang Zhang 003; Huazhu Fu; Yitian Zhao; Jun Cheng 003; Mengjie Guo; Zaiwang Gu; Bing Yang; Yuting Xiao; Shenghua Gao; Jiang Liu 001 (MICCAI (4), 2019)

Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries. - Shihao Zhang; Yuguang Yan; Pengshuai Yin; Zhen Qiu; Wei Zhao; Guiping Cao; Wan Chen; Jin Yuan; Risa Higashita; Qingyao Wu; Mingkui Tan; Jiang Liu 001 (OMIA@MICCAI, 2019)

Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor. - Kun Zhao; Hui Zhang; Yitian Zhao; Jianyang Xie; Yalin Zheng; David Borroni; Hong Qi; Jiang Liu 001 (MIUA, 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)

BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images. - Huihong Zhang; Jianlong Yang; Kang Zhou 001; Zhenjie Chai; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (CoRR, 2019)

CE-Net: Context Encoder Network for 2D Medical Image Segmentation. - Zaiwang Gu; Jun Cheng 003; Huazhu Fu; Kang Zhou 001; Huaying Hao; Yitian Zhao; Tianyang Zhang 003; Shenghua Gao; Jiang Liu 001 (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)

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images. - Kang Zhou 001; Yuting Xiao; Jianlong Yang; Jun Cheng 003; Wen Liu 003; Weixin Luo; Zaiwang Gu; Jiang Liu 001; Shenghua Gao (ECCV (20), 2020)

An Efficient Lens Structures Segmentation Method on AS-OCT Images. - Guiping Cao; Wei Zhao; Risa Higashita; Jiang Liu 001; Wan Chen; Jin Yuan; Yubing Zhang; Ming Yang 039 (EMBC, 2020)

Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images. - Xiaoqian Mao; Yitian Zhao; Bang Chen; Yuhui Ma; Zaiwang Gu; Shenshen Gu; Jianlong Yang; Jun Cheng 003; Jiang Liu 001 (EMBC, 2020)

Multi-scale U-net with Edge Guidance for Multimodal Retinal Image Deformable Registration. - Yuntong Tian; Yan Hu; Yuhui Ma; Huaying Hao; Lei Mou; Jianlong Yang; Yitian Zhao; Jiang Liu 001 (EMBC, 2020)

CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19. - Heng Li 010; Yan Hu; Sanqian Li; Wenjun Lin; Peng Liu 049; Risa Higashita; Jiang Liu 001 (ICIC (2), 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)

Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography. - Zhenjie Chai; Kang Zhou 001; Jianlong Yang; Yuhui Ma; Zhi Chen; Shenghua Gao; Jiang Liu 001 (ISBI, 2020)

Noise Redistribution and 3D Shearlet Filtering for Speckle Reduction in Optical Coherence Tomography. - Yan Hu; Jianlong Yang; Jun Cheng 003; Jiang Liu 001 (ISBI, 2020)

SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading. - Zhi Tu; Shenghua Gao; Kang Zhou 001; Xianing Chen; Huazhu Fu; Zaiwang Gu; Jun Cheng 003; Zehao Yu 002; Jiang Liu 001 (ISBI, 2020)

Open-Set OCT Image Recognition with Synthetic Learning. - Yuting Xiao; Shenghua Gao; Zhenjie Chai; Kang Zhou 001; Tianyang Zhang 003; Yitian Zhao; Jun Cheng 003; Jiang Liu 001 (ISBI, 2020)

Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image. - Kang Zhou 001; Shenghua Gao; Jun Cheng 003; Zaiwang Gu; Huazhu Fu; Zhi Tu; Jianlong Yang; Yitian Zhao; Jiang Liu 001 (ISBI, 2020)

Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning. - Yuanyuan Gu; Yan Hu; Lei Mou; Huaying Hao; Yitian Zhao; Ce Zheng; Jiang Liu 001 (OMIA@MICCAI, 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)

Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement. - Yuhui Ma; Yonghuai Liu; Jun Cheng 003; Yalin Zheng; Morteza Ghahremani; Honghan Chen; Jiang Liu 001; Yitian Zhao (MICCAI (2), 2020)

Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images. - Jianyang Xie; Yonghuai Liu; Yalin Zheng; Pan Su 001; Yan Hu; Jian Yang 009; Jiang Liu 001; Yitian Zhao (MICCAI (6), 2020)

Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network. - Hao Zhang 113; Likun Xia; Ran Song 001; Jianlong Yang; Huaying Hao; Jiang Liu 001; Yitian Zhao (MICCAI (6), 2020)

A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images. - Xiaoqing Zhang 001; Zunjie Xiao; Risa Higashita; Wan Chen; Jin Yuan; Jiansheng Fang; Yan Hu; Jiang Liu 001 (SMC, 2020)

A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity. - Pan Su 001; Tianhua Chen; Jianyang Xie; Baikai Ma; Hong Qi; Jiang Liu 001; Yitian Zhao (IEEE Access, 2020)

Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation. - Qifeng Yan; Bang Chen; Yan Hu; Jun Cheng 003; Yan Gong; Jianlong Yang; Jiang Liu 001; Yitian Zhao (Artif. Intell. Medicine, 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)

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. - Yuhui Ma; Huaying Hao; Huazhu Fu; Jiong Zhang; Jianlong Yang; Jiang Liu 001; Yalin Zheng; Yitian Zhao (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)

JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation. - Yuming Jiang 003; Lixin Duan; Jun Cheng 003; Zaiwang Gu; Hu Xia; Huazhu Fu; Changsheng Li; Jiang Liu 001 (IEEE Trans. Biomed. Eng., 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)

Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning. - Huihong Zhang; Jianlong Yang; Kang Zhou 001; Fei Li 021; Yan Hu; Yitian Zhao; Ce Zheng; Xiulan Zhang; Jiang Liu 001 (IEEE J. Biomed. Health Informatics, 2020)

Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis". - Tianyang Miller; Jun Cheng 003; Huazhu Fu; Zaiwang Gu; Yuting Xiao; Kang Zhou 001; Shenghua Gao; Ru Zheng; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Dense Dilated Network With Probability Regularized Walk for Vessel Detection. - Lei Mou; Li Chen 011; Jun Cheng 003; Zaiwang Gu; Yitian Zhao; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Noise Adaptation Generative Adversarial Network for Medical Image Analysis. - Tianyang Zhang 003; Jun Cheng 003; Huazhu Fu; Zaiwang Gu; Yuting Xiao; Kang Zhou 001; Shenghua Gao; Rui Zheng; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering. - Yitian Zhao; Yonghuai Liu; Jianyang Xie; Huaizhong Zhang; Yalin Zheng; Yifan Zhao 001; Hong Qi; Yangchun Zhao; Pan Su 001; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease. - Yifan Zhao 001; Yitian Zhao; Pholpat Durongbhan; Liangyu Chen; Jiang Liu 001; S. A. Billings; Panagiotis Zis; Zoe C. Unwin; Matteo De Marco; Annalena Venneri; Daniel Blackburn; Ptolemaios G. Sarrigiannis (IEEE Trans. Medical Imaging, 2020)

Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy. - Yitian Zhao; Jiong Zhang; Ella Pereira; Yalin Zheng; Pan Su 001; Jianyang Xie; Yifan Zhao 001; Yonggang Shi; Hong Qi; Jiang Liu 001; Yonghuai Liu (IEEE Trans. Medical Imaging, 2020)

Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy". - Yitian Zhao; Jiong Zhang; Ella Pereira; Yalin Zheng; Pan Su 001; Jianyang Xie; Yifan Zhao 001; Yonggang Shi; Hong Qi; Jiang Liu 001; Yonghuai Liu (IEEE Trans. Medical Imaging, 2020)

Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network. - Zhiwei Chen; Wenqiang Luo; Qi Zhang 003; Baiying Lei; Tianfu Wang 001; Zhong Chen; Yuan Fu; Peidong Guo; Changchuan Li; Teng Ma; Yue Ding 007; Jiang Liu 001 (EMBC, 2021)

Surgical instrument segmentation based on multi-scale and multi-level feature network. - Yiming Wang; Zhongxi Qiu; Yan Hu; Hao Chen 101; Fangfu Ye; Jiang Liu 001 (EMBC, 2021)

Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach. - Xiaoqing Zhang 001; Jiaqi Wei; Shengjie Ye; Zunjie Xiao; Yan Hu; Jigen Tang; Jiang Liu 001 (FIE, 2021)

Learning from Human Uncertainty by Choquet Integral for Optic Disc Segmentation. - Hao Qiu; Pan Su 001; Shanshan Jiang; Xingyu Yue; Yitian Zhao; Jiang Liu 001 (ICCCV, 2021)

A Multi-Scale Self-Attention Network for Diabetic Retinopathy Retrieval. - Ming Zeng; Jiansheng Fang; Hanpei Miao; Tianyang Zhang 003; Jiang Liu 001 (ICCCV, 2021)

rPPG-Based Spoofing Detection for Face Mask Attack using Efficientnet on Weighted Spatial-Temporal Representation. - Chenglin Yao; Shihe Wang; Jialu Zhang 003; Wentao He; Heshan Du; Jianfeng Ren; Ruibin Bai; Jiang Liu 001 (ICIP, 2021)

Gated Channel Attention Network for Cataract Classification on AS-OCT Image. - Zunjie Xiao; Xiaoqing Zhang 001; Risa Higashita; Yan Hu; Jin Yuan; Wan Chen; Jiang Liu 001 (ICONIP (3), 2021)

Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction. - Yang Zhang; Risa Higashita; Guodong Long; Rong Li; Daisuke Santo; Jiang Liu 001 (ICONIP (2), 2021)

Cultural Heritage Preservation using Multimedia and AI. - Juan Du; Xiaoqing Zhang 001; Kailun Jiang; Yufan Hu; Jigen Tang; Jiang Liu 001; E. Henian (iPRES, 2021)

Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence Tomography. - Zhenjie Chai; Jianlong Yang; Kang Zhou 001; Zhi Chen; Yitian Zhao; Shenghua Gao; Jiang Liu 001 (ISBI, 2021)

Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation. - Heng Li 010; Haofeng Liu; Yan Hu; Risa Higashita; Yitian Zhao; Hong Qi; Jiang Liu 001 (ISBI, 2021)

3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation. - Shuai Yu; Jianyang Xie; Jinkui Hao; Yalin Zheng; Jiong Zhang; Yan Hu; Jiang Liu 001; Yitian Zhao (ISBI, 2021)

Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography. - Shuai Yu; Yonghuai Liu; Jiong Zhang; Jianyang Xie; Yalin Zheng; Jiang Liu 001; Yitian Zhao (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)

Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. - Jingyu Zhao 008; Jiong Zhang; Bin Deng; Yalin Zheng; Jiang Liu 001; Ran Song 001; Yitian Zhao (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)

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)

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)

Deep triplet hashing network for case-based medical image retrieval. - Jiansheng Fang; Huazhu Fu; Jiang Liu 001 (Medical Image Anal., 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)

CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging. - Lei Mou; Yitian Zhao; Huazhu Fu; Yonghuai Liu; Jun Cheng 003; Yalin Zheng; Pan Su 001; Jianlong Yang; Li Chen 011; Alejandro F. Frangi; Masahiro Akiba; Jiang Liu 001 (Medical Image Anal., 2021)

Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval. - Jiansheng Fang; Huazhu Fu; Dan Zeng 002; Xiao Yan 002; Yuguang Yan; Jiang Liu 001 (IEEE J. Biomed. Health Informatics, 2021)

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. - Yuhui Ma; Huaying Hao; Jianyang Xie; Huazhu Fu; Jiong Zhang; Jianlong Yang; Zhen Wang; Jiang Liu 001; Yalin Zheng; Yitian Zhao (IEEE Trans. Medical Imaging, 2021)

Structure and Illumination Constrained GAN for Medical Image Enhancement. - Yuhui Ma; Jiang Liu 001; Yonghuai Liu; Huazhu Fu; Yan Hu; Jun Cheng 003; Hong Qi; Yufei Wu 013; Jiong Zhang; Yitian Zhao (IEEE Trans. Medical Imaging, 2021)

Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios. - Kuang Shu; Heng Li 010; Jie Cheng; Qinghai Guo; Luziwei Leng; Jianxing Liao; Yan Hu; Jiang Liu 001 (BIBM, 2022)

Reassembling Consistent-Complementary Constraints in Triplet Network for Multi-view Learning of Medical Images. - Xingyue Wang; Jiansheng Fang; Na Zeng; Jingqi Huang; Hanpei Miao; William Robert Kwapong; Ziyi Zhang; Shuting Zhang; Jiang Liu 001 (BIBM, 2022)

Factoring 3D Convolutions for Medical Images by Depth-wise Dependencies-induced Adaptive Attention. - Na Zeng; Jiansheng Fang; Xingyue Wang; Xiaoxi Lu; Jingqi Huang; Hanpei Miao; Jiang Liu 001 (BIBM, 2022)

Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module. - Jiayi Zhang; Xiaoshan Chen; Zhongxi Qiu; Mingming Yang; Yan Hu; Jiang Liu 001 (BIBM, 2022)

Understanding How Fundus Image Quality Degradation Affects CNN-based Diagnosis. - Haofeng Liu; Haojin Li; Xiaoxuan Wang; Heng Li 010; Mingyang Ou; Luoying Hao; Yan Hu; Jiang Liu 001 (EMBC, 2022)

MVD-Net: Semantic Segmentation of Cataract Surgery Using Multi-View Learning. - Mingyang Ou; Heng Li 010; Haofeng Liu; Xiaoxuan Wang; Chenlang Yi; Luoying Hao; Yan Hu; Jiang Liu 001 (EMBC, 2022)

Spatial-Context-Aware Deep Neural Network for Multi-Class Image Classification. - Jialu Zhang 003; Qian Zhang 018; Jianfeng Ren; Yitian Zhao; Jiang Liu 001 (ICASSP, 2022)

Pulmonary Nodule Detection Based on RPN with Squeeze-and-Excitation Block. - Xiaoxi Lu; Xingyue Wang; Jiansheng Fang; Na Zeng; Yao Xiang; Jingfeng Zhang; Jianjun Zheng; Jiang Liu 001 (ICCCV, 2022)

Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification. - Xiaoqing Zhang 001; Gelei Xu; Junyong Shen; Zunjie Xiao; Qiuyang Yan; Jin Yuan; Risa Higashita; Jiang Liu 001 (ICME, 2022)

Sample Alignment for Image-to-Image Translation Based Medical Domain Adaptation. - Heng Li 010; Haofeng Liu; Xiaoxuan Wang; Chenlang Yi; Hao Chen 011; Yan Hu; Jiang Liu 001 (ISBI, 2022)

Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency Components. - Haofeng Liu; Heng Li 010; Mingyang Ou; Yitian Zhao; Hong Qi; Yan Hu; Jiang Liu 001 (ISBI, 2022)

Temporal Context Framework for Endoscopy Artefact Segmentation and Detection. - Haili Ye; Hanpei Miao; Jiang Liu 001; Dahan Wang; Heng Li 010 (EndoCV@ISBI, 2022)

Factorized Convolution with Spectral Normalization for Fundus Screening. - Ming Zeng; Na Zeng; Jiansheng Fang; Jiang Liu 001 (ISBI, 2022)

A Novel Multi-Focus Fusion Network for Retinal Microsurgery. - Xinyi Zhou 009; Louying Hao; Qiushi Nie; Yingquan Zhou; Lihui Wang; Yan Hu; Jiang Liu 001 (ISBI, 2022)

Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography. - Yanmiao Bai; Jinkui Hao; Huazhu Fu; Yan Hu; Xinting Ge; Jiang Liu 001; Yitian Zhao; Jiong Zhang (MICCAI (2), 2022)

Weighted Concordance Index Loss-Based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy. - Jiansheng Fang; Anwei Li; Pu-Yun OuYang; Jiajian Li; Jingwen Wang; Hongbo Liu 007; Fang-Yun Xie; Jiang Liu 001 (MICCAI (8), 2022)

Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans. - Jiansheng Fang; Jingwen Wang; Anwei Li; Yuguang Yan; Yonghe Hou; Chao Song; Hongbo Liu 007; Jiang Liu 001 (MICCAI (1), 2022)

Structure-Consistent Restoration Network for Cataract Fundus Image Enhancement. - Heng Li 010; Haofeng Liu; Huazhu Fu; Hai Shu; Yitian Zhao; Xiaoling Luo; Yan Hu; Jiang Liu 001 (MICCAI (2), 2022)

Domain Adaptive Retinal Vessel Segmentation Guided by High-frequency Component. - Haojin Li; Heng Li 010; Zhongxi Qiu; Yan Hu; Jiang Liu 001 (OMIA@MICCAI, 2022)

Instrument-tissue Interaction Quintuple Detection in Surgery Videos. - Wenjun Lin; Yan Hu; Luoying Hao; Dan Zhou; Mingming Yang; Huazhu Fu; Cheekong Chui; Jiang Liu 001 (MICCAI (8), 2022)

Degradation-Invariant Enhancement of Fundus Images via Pyramid Constraint Network. - Haofeng Liu; Heng Li 010; Huazhu Fu; Ruoxiu Xiao; Yunshu Gao; Yan Hu; Jiang Liu 001 (MICCAI (2), 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)

Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity. - Xingyue Wang; Heng Li 010; Zunjie Xiao; Huazhu Fu; Yitian Zhao; Richu Jin; Shuting Zhang; William Robert Kwapong; Ziyi Zhang; Hanpei Miao; Jiang Liu 001 (MICCAI (2), 2022)

SuperVessel: Segmenting High-Resolution Vessel from Low-Resolution Retinal Image. - Yan Hu; Zhongxi Qiu; Dan Zeng 002; Li Jiang; Chen Lin; Jiang Liu 001 (PRCV (2), 2022)

A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT. - Zunjie Xiao; Xiaoqing Zhang 001; Qingyang Sun; Zhuofei Wei; Gelei Xu; Jin Yuan; Risa Higashita; Jiang Liu 001 (PRCV (2), 2022)

FGAM: A pluggable light-weight attention module for medical image segmentation. - Zhongxi Qiu; Yan Hu; Jiayi Zhang; Xiaoshan Chen; Jiang Liu 001 (Comput. Biol. Medicine, 2022)

Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning. - Jinkui Hao; Ting Shen; Xueli Zhu 002; Yonghuai Liu; Ardhendu Behera; Dan Zhang 026; Bang Chen; Jiang Liu 001; Jiong Zhang; Yitian Zhao (CoRR, 2022)

Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images. - Xiaoqing Zhang 001; Zunjie Xiao; Xiaoling Li; Xiao Wu; Hanxi Sun; Jin Yuan; Risa Higashita; Jiang Liu 001 (Health Inf. Sci. Syst., 2022)

Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey. - Xiao-Qing Zhang 001; Yan Hu; Zunjie Xiao; Jiansheng Fang; Risa Higashita; Jiang Liu 001 (Int. J. Autom. Comput., 2022)

Combating spatial redundancy with spectral norm attention in convolutional learners. - Jiansheng Fang; Dan Zeng 002; Xiao Yan 002; Yubing Zhang; Hongbo Liu 007; Bo Tang 016; Ming Yang 039; Jiang Liu 001 (Neurocomputing, 2022)

Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image. - Xiaoqing Zhang 001; Zunjie Xiao; Risa Higashita; Yan Hu; Wan Chen; Jin Yuan; Jiang Liu 001 (J. Biomed. Informatics, 2022)

CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT. - Xiaoqing Zhang 001; Zunjie Xiao; Lingxi Hu; Gelei Xu; Risa Higashita; Wan Chen; Jin Yuan; Jiang Liu 001 (Knowl. Based Syst., 2022)

Uncertainty-guided graph attention network for parapneumonic effusion diagnosis. - Jinkui Hao; Jiang Liu 001; Ella Pereira; Ri Liu; Jiong Zhang; Yangfan Zhang; Kun Yan; Yan Gong; Jianjun Zheng; Jingfeng Zhang; Yonghuai Liu; Yitian Zhao (Medical Image Anal., 2022)

3D vessel-like structure segmentation in medical images by an edge-reinforced network. - Likun Xia; Hao Zhang 113; Yufei Wu 013; Ran Song 001; Yuhui Ma; Lei Mou; Jiang Liu 001; Yixuan Xie; Ming Ma 004; Yitian Zhao (Medical Image Anal., 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)

AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse Data. - Mengjie Guo; Hengrong Lan; Changchun Yang; Jiang Liu 001; Fei Gao 010 (IEEE Trans. Computational 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)

Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning. - Jinkui Hao; Ting Shen; Xueli Zhu 002; Yonghuai Liu; Ardhendu Behera; Dan Zhang 026; Bang Chen; Jiang Liu 001; Jiong Zhang; Yitian Zhao (IEEE Trans. Medical Imaging, 2022)

An Annotation-Free Restoration Network for Cataractous Fundus Images. - Heng Li 010; Haofeng Liu; Yan Hu; Huazhu Fu; Yitian Zhao; Hanpei Miao; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2022)

DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity. - Lei Mou; Hong Qi; Yonghuai Liu; Yalin Zheng; Peter Matthew; Pan Su 001; Jiang Liu 001; Jiong Zhang; Yitian Zhao (IEEE Trans. Medical Imaging, 2022)

Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images. - Kang Zhou 001; Jing Li 117; Weixin Luo; Zhengxin Li; Jianlong Yang; Huazhu Fu; Jun Cheng 003; Jiang Liu 001; Shenghua Gao (IEEE Trans. Medical Imaging, 2022)

Memorizing Structure-Texture Correspondence for Image Anomaly Detection. - Kang Zhou 001; Jing Li 117; Yuting Xiao; Jianlong Yang; Jun Cheng 003; Wen Liu 003; Weixin Luo; Jiang Liu 001; Shenghua Gao (IEEE Trans. Neural Networks Learn. Syst., 2022)

Focusing Intracranial Aneurysm Lesion Segmentation by Graph Mask2Former with Local Refinement in DSA Images. - Yancheng Mo; Yanlin Chen 004; Yan Hu; Jiongfu Xu; Hao Wang; Limeng Dai; Jiang Liu 001 (BIBM, 2023)

Synthetic Monocular Depth Estimation Dataset for Cataract Surgery Assistance. - Yingquan Zhou; Zhongxi Qiu; Mingming Yang; Yan Hu; Jiang Liu 001 (BIBM, 2023)

Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem. - Yifan Zhou; Bing Yang; Xiaolu Lin; Risa Higashita; Jiang Liu 001 (CACML, 2023)

Guidewire Endpoint Detection Based on Pixel Adjacent Relation in Robot-assisted Cardiovascular Interventions. - Wenjing Du; Guanlin Yi; Olatunji Mumini Omisore; Wenke Duan; Toluwanimi Oluwadara Akinyemi; Xingyu Chen; Lei Wang 029; Boon-Giin Lee; Jiang Liu 001 (EMBC, 2023)

Investigation and Analysis of Corneal Morphology in Young Divers. - Chenyang Mao; Xin Wang; Heng Li 010; Haojin Li; Dan Zhou; Jianwen Chen; Honglun Dong; Yan Hu; Jiang Liu 001 (ICAI (1), 2023)

Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images. - Huihong Zhang; Xiaoqing Zhang 001; Yinlin Zhang; Risa Higashita; Jiang Liu 001 (ICANN (2), 2023)

Oct Image Blind Despeckling Based on Gradient Guided Filter with Speckle Statistical Prior. - Sanqian Li; Muxing Xiong; Bing Yang; Xiaoqing Zhang 001; Risa Higashita; Jiang Liu 001 (ICASSP, 2023)

Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies. - Lingxi Zeng; Yinglin Zhang; Risa Higashita; Jiang Liu 001 (ICBBE, 2023)

Combating Coronary Calcium Scoring Bias for Non-gated CT by Semantic Learning on Gated CT. - Jiajian Li; Anwei Li; Jiansheng Fang; Yonghe Hou; Chao Song; Huifang Yang; Jingwen Wang; Hongbo Liu 007; Jiang Liu 001 (ICCV (Workshops), 2023)

DMINet: A lightweight dual-mixed channel-independent network for cataract recognition. - Xiao Wu; Yu Chen; Qiuyang Yan; Yuhang Zhao; Jilu Zhao; Xiaoqing Zhang 001; Risa Higashita; Jiang Liu 001 (IJCNN, 2023)

LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation. - Yinglin Zhang; Zichao Cai; Risa Higashita; Jiang Liu 001 (IJCNN, 2023)

Semi-Supervised Surgical Video Semantic Segmentation with Cross Supervision of Inter-Frame. - Derui Li; Yan Hu; Junyong Shen; Luoying Hao; Jiang Liu 001 (ISBI, 2023)

Self-Supervision Boosted Retinal Vessel Segmentation for Cross-Domain Data. - Haojin Li; Heng Li 010; Hai Shu; Jianyu Chen; Yan Hu; Jiang Liu 001 (ISBI, 2023)

Domain Adaptative Retinal Image Quality Assessment with Knowledge Distillation Using Competitive Teacher-Student Network. - Yuanming Lin; Heng Li 010; Haofeng Liu; Hai Shu; Zinan Li; Yan Hu; Jiang Liu 001 (ISBI, 2023)

Multi-Scale Retina Vessel Segmentation in OCTA with a Vascular Connectivity Module in the Convolutional Neural Network. - Junjie Lin; Xingyue Wang; Jiansheng Fang; Na Zeng; Xiaoxi Lu; Jingqi Huang; Yan Hu; Heng Meng; Jiang Liu 001 (ISBI, 2023)

Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation. - Xiaolu Lin; Bing Yang; Yifan Zhou; Risa Higashita; Jiang Liu 001 (ISBI, 2023)

FFNET: An End-To-End Framework Based on Feature Pyramid Network and Filter Network for Pulmonary Nodule Detection. - Xiaoxi Lu; Na Zeng; Xingyue Wang; Jingqi Huang; Yan Hu; Jiansheng Fang; Jiang Liu 001 (ISBI, 2023)

SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception. - Ruiling Xi; Yinglin Zhang; Ruibin Bai; Risa Higashita; Jiang Liu 001 (ISBI, 2023)

UG-Net: Corneal Endothelial Cell Segmentation Based on Uncertainty Estimation and Soft Spatial Attention. - Yinglin Zhang; Wei Wang 490; Biao Wang; Zichao Cai; Dave Towey; Ruibin Bai; Risa Higashita; Jiang Liu 001 (ISBI, 2023)

A Structure-Consistency GAN for Unpaired AS-OCT Image Inpainting. - Guanhua Bai; Sanqian Li; He Zhang; Risa Higashita; Jiang Liu 001; Jie Li; Meng Zhang (OMIA@MICCAI, 2023)

ACT-Net: Anchor-Context Action Detection in Surgery Videos. - Luoying Hao; Yan Hu; Wenjun Lin; Qun Wang; Heng Li 010; Huazhu Fu; Jinming Duan 001; Jiang Liu 001 (MICCAI (9), 2023)

Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling. - Sanqian Li; Risa Higashita; Huazhu Fu; Heng Li 010; Jingxuan Niu; Jiang Liu 001 (MICCAI (7), 2023)

Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images. - Xuefei Li; Huaying Hao; Huazhu Fu; Dan Zhang 026; Da Chen 002; Yuchuan Qiao; Jiang Liu 001; Yitian Zhao; Jiong Zhang (OMIA@MICCAI, 2023)

Frequency-Mixed Single-Source Domain Generalization for Medical Image Segmentation. - Heng Li 010; Haojin Li; Wei Zhao; Huazhu Fu; Xiuyun Su; Yan Hu; Jiang Liu 001 (MICCAI (6), 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)

Polar Eyeball Shape Net for 3D Posterior Ocular Shape Representation. - Jiaqi Zhang; Yan Hu; Xiaojuan Qi 001; Ting Meng; Lihui Wang; Huazhu Fu; Mingming Yang; Jiang Liu 001 (MICCAI (6), 2023)

Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware Network. - Yinglin Zhang; Ruiling Xi; Huazhu Fu; Dave Towey; Ruibin Bai; Risa Higashita; Jiang Liu 001 (MICCAI (4), 2023)

An 8.7 mW/TX, 21 mW/RX 6-to-9GHz IEEE 802.15.4a/4z Compliant IR-UWB Transceiver with Pulse Pre-Emphasis achieving 14mm Ranging Precision. - Minyoung Song; Erwin Allebes; Chris Marshall; Anoop Narayan Bhat; Elbert Bechthum; Johan Dijkhuis; Stefano Traferro; Evgenii Tiurin; Peter Vis; Johan H. C. van den Heuvel; Mohieddine El Soussi; Pepijn Boer; et al. (VLSI Technology and Circuits, 2023)

Deep metric learning with mirror attention and fine triplet loss for fundus image retrieval in ophthalmology. - Jiansheng Fang; Ming Zeng; Xiaoqing Zhang 001; Hongbo Liu 007; Yitian Zhao; Peng Zhang 028; Hong Yang; Junling Liu; Hanpei Miao; Yan Hu; Jiang Liu 001 (Biomed. Signal Process. Control., 2023)

Structure-Oriented Transformer for retinal diseases grading from OCT images. - Junyong Shen; Yan Hu; Xiaoqing Zhang 001; Yan Gong; Ryo Kawasaki; Jiang Liu 001 (Comput. Biol. Medicine, 2023)

PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification. - Xiaoqing Zhang 001; Zunjie Xiao; Xiao Wu; Jiansheng Fang; Junyong Shen; Yan Hu; Risa Higashita; Jiang Liu 001 (CoRR, 2023)

Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection. - Hongyang Jiang 001; Jingqi Huang; Chen Tang; Xiaoqing Zhang 001; Mengdi Gao; Jiang Liu 001 (CoRR, 2023)

Learnable Ophthalmology SAM. - Zhongxi Qiu; Yan Hu; Heng Li 010; Jiang Liu 001 (CoRR, 2023)

Label-noise-tolerant medical image classification via self-attention and self-supervised learning. - Hongyang Jiang 001; Mengdi Gao; Yan Hu; Qiushi Ren; Zhaoheng Xie; Jiang Liu 001 (CoRR, 2023)

Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling. - Sanqian Li; Risa Higashita; Huazhu Fu; Heng Li 010; Jingxuan Liu; Jiang Liu 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)

Efficient Pyramid Channel Attention Network for Pathological Myopia Detection. - Xiaoqing Zhang 001; Jilu Zhao; Richu Jin; Yan Li; Hao Wu; Xiangtian Zhou; Jiang Liu 001 (CoRR, 2023)

GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy. - Hongyang Jiang 001; Mengdi Gao; Zirong Liu; Chen Tang; Xiaoqing Zhang 001; Shuai Jiang; Wu Yuan 001; Jiang Liu 001 (CoRR, 2023)

Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement. - Heng Li 010; Ziqin Lin; Zhongxi Qiu; Zinan Li; Huazhu Fu; Yan Hu; Jiang Liu 001 (CoRR, 2023)

Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery. - Jialu Zhang 003; Xiaoying Yang; Wentao He; Jianfeng Ren; Qian Zhang 018; Titian Zhao; Ruibin Bai; Xiangjian He; Jiang Liu 001 (CoRR, 2023)

Cascaded face super-resolution with shape and identity priors. - Dan Zeng 002; Zelin Li 002; Xiao Yan 002; Wen Jiang; Xinshao Wang; Jiang Liu 001; Bo Tang 016 (IET Image Process., 2023)

Automatic fibroatheroma identification in intravascular optical coherence tomography volumes. - Qifeng Yan; Mengdi Xu; Damon Wing Kee Wong; Akira Taruya; Atsushi Tanaka; Jiang Liu 001; Philip Wong; Jun Cheng 003 (J. Ambient Intell. Humaniz. Comput., 2023)

Deep learning for computational cytology: A survey. - Hao Jiang 028; Yanning Zhou 001; Yi Lin 009; Ronald C. K. Chan; Jiang Liu 001; Hao Chen 011 (Medical Image Anal., 2023)

HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT. - Bing Yang; Xiaoqing Zhang 001; Sanqian Li; Risa Higashita; Jiang Liu 001 (IEEE Signal Process. Lett., 2023)

Mask Attack Detection Using Vascular-Weighted Motion-Robust rPPG Signals. - Chenglin Yao; Jianfeng Ren; Ruibin Bai; Heshan Du; Jiang Liu 001; Xudong Jiang 001 (IEEE Trans. Inf. Forensics Secur., 2023)

Spatial Context-Aware Object-Attentional Network for Multi-Label Image Classification. - Jialu Zhang 003; Jianfeng Ren; Qian Zhang 018; Jiang Liu 001; Xudong Jiang 001 (IEEE Trans. Image Process., 2023)

Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification. - Hongyang Jiang 001; Mengdi Gao; Heng Li 010; Richu Jin; Hanpei Miao; Jiang Liu 001 (IEEE J. Biomed. Health Informatics, 2023)

Automatic choroid layer segmentation in OCT images via context efficient adaptive network. - Qifeng Yan; Yuanyuan Gu; Jinyu Zhao; Wenjun Wu; Yuhui Ma; Jiang Liu 001; Jiong Zhang; Yitian Zhao (Appl. Intell., 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)

Eye tracking based deep learning analysis for the early detection of diabetic retinopathy: A pilot study. - Hongyang Jiang 001; Yilin Hou; Hanpei Miao; Haili Ye; Mengdi Gao; Xiaoling Li; Richu Jin; Jiang Liu 001 (Biomed. Signal Process. Control., 2023)

CGBA-Net: context-guided bidirectional attention network for surgical instrument segmentation. - Yiming Wang; Yan Hu; Junyong Shen; Xiaoqing Zhang 001; Heng Li 010; Zhongxi Qiu; Fangfu Ye; Jiang Liu 001 (Int. J. Comput. Assist. Radiol. Surg., 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)

Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth. - Jiansheng Fang; Jingwen Wang; Anwei Li; Yuguang Yan; Hongbo Liu 007; Jiajian Li; Huifang Yang; Yonghe Hou; Xuening Yang; Ming Yang 039; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2023)

Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery. - Jialu Zhang 003; Xiaoying Yang; Wentao He; Jianfeng Ren; Qian Zhang 018; Yitian Zhao; Ruibin Bai; Xiangjian He; Jiang Liu 001 (AAAI, 2024)

Depth-aware Image Captioning with Bus Dataset for Visually Impaired Individuals. - Xiang Wang; Sanqian Li; Risa Higashita; Jie Li; Hongwu Qin; Jiang Liu 001 (CSAI, 2024)

Flattening Singular Values of Factorized Convolution for Medical Images. - Zexin Feng; Na Zeng; Jiansheng Fang; Xingyue Wang; Xiaoxi Lu; Heng Meng; Jiang Liu 001 (ICASSP, 2024)

FD-SDG: Frequency Dropout Based Single Source Domain Generalization Framework for Retinal Vessel Segmentation. - Boyang Li; Haojin Li; Yule Zhang; Heng Li 010; Jiangyu Chen; Fuhai Pan; Jianwen Chen; Jiang Liu 001 (ICIC (LNBI 1), 2024)

3D Nodule Content-Based Metric Learning for Evidence-Based Lung Cancer Screening. - Xiaoxi Lu; Xingyue Wang; Jiansheng Fang; Na Zeng; Jingqi Huang; Chuangguang Huang; Jingfeng Zhang; Jianjun Zheng; Heng Meng; Jiang Liu 001 (ICME, 2024)

WaveFormer: A Wavelet Transformer for Parkinson Disease's Retinal Layer Segmentation in OCT. - Yanlin Chen 004; Xiaoqing Zhang; Tianao Wang; Chen Tang; Haili Ye; Jiang Liu 001 (IJCNN, 2024)

Semi-ECNet: Edge-Consistency Based Semi-Supervised Retinal Vessel Segmentation Network. - Yilun Qiu; Zhongxi Qiu; Yan Hu; Mingyang Bi; Yubo Wang; Jianwen Chen; Yitian Zhao; Heng Li 010; Jiang Liu 001 (ISBI, 2024)

Integrating Intra-Phase Coherence and Intra-Frame Scene Perception for Panoptic Segmentation in Cataract Surgery Video. - Mingen Zhang; Yuanyuan Gu; Xu Chen 030; Lei Mou; Feiming Wang; Jiang Liu 001; Yitian Zhao (ISBI, 2024)

Data Heterogeneity-Aware Personalized Federated Learning for Diagnosis. - Huiyan Lin; Heng Li 010; Haojin Li; Xiangyang Yu; Kuai Yu; Chenhao Liang; Huazhu Fu; Jiang Liu 001 (OMIA@MICCAI, 2024)

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation. - Zunjie Xiao; Xiaoqing Zhang; Risa Higashita; Jiang Liu 001 (OMIA@MICCAI, 2024)

STSR: A Satellite-Tailored Segment Routing Method for Efficient Space Communication. - Yutong Zhao; Weihong Wu; Xinyu Ning; Yunyi Tang; Sijia Li; Chicheng Qin; Jiang Liu 001 (WCNC, 2024)

Efficient pyramid channel attention network for pathological myopia recognition with pretraining-and-finetuning. - Xiaoqing Zhang 001; Jilu Zhao; Yan Li; Hao Wu; Xiangtian Zhou; Jiang Liu 001 (Artif. Intell. Medicine, 2024)

A ranking-based multi-scale feature calibration network for nuclear cataract grading in AS-OCT images. - Yuanyuan Gu; Lixin Fang; Lei Mou; Shaodong Ma; Qifeng Yan; Jiong Zhang; Fang Liu; Jiang Liu 001; Yitian Zhao (Biomed. Signal Process. Control., 2024)

Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition. - Xiaoqing Zhang 001; Xiao Wu; Zunjie Xiao; Lingxi Hu; Zhongxi Qiu; Qingyang Sun; Risa Higashita; Jiang Liu 001 (CAAI Trans. Intell. Technol., 2024)

Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images. - Jingqi Huang; Xiaoqing Zhang 001; Richu Jin; Tao Xu; Zi Jin; Meixiao Shen; Fan Lv; Jiangfan Chen; Jiang Liu 001 (Comput. Methods Programs Biomed., 2024)

Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning. - Zunjie Xiao; Xiaoqing Zhang 001; Bofang Zheng; Yitong Guo; Risa Higashita; Jiang Liu 001 (Comput. Methods Programs Biomed., 2024)

Instrument-tissue Interaction Detection Framework for Surgical Video Understanding. - Wenjun Lin; Yan Hu; Huazhu Fu; Mingming Yang; Chin-Boon Chng; Ryo Kawasaki; Cheekong Chui; Jiang Liu 001 (CoRR, 2024)

RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation. - Heng Li 010; Haojin Li; Jianyu Chen; Zhongxi Qiu; Huazhu Fu; Lidai Wang; Yan Hu; Jiang Liu 001 (CoRR, 2024)

Is Dataset Quality Still a Concern in Diagnosis Using Large Foundation Model? - Ziqin Lin; Heng Li 010; Zinan Li; Huazhu Fu; Jiang Liu 001 (CoRR, 2024)

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation. - Zunjie Xiao; Xiaoqing Zhang 001; Risa Higashita; Jiang Liu 001 (CoRR, 2024)

DCAMIL: Eye-tracking guided dual-cross-attention multi-instance learning for refining fundus disease detection. - Hongyang Jiang 001; Mengdi Gao; Jingqi Huang; Chen Tang; Xiaoqing Zhang 001; Jiang Liu 001 (Expert Syst. Appl., 2024)

Progressively-orthogonally-mapped EfficientNet for action recognition on time-range-Doppler signature. - Chenglin Yao; Jianfeng Ren; Ruibin Bai; Heshan Du; Jiang Liu 001; Xudong Jiang 001 (Expert Syst. Appl., 2024)

Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation. - Zhongxi Qiu; Yan Hu; Xiaoshan Chen; Dan Zeng 002; Qingyong Hu; Jiang Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation. - Yinglin Zhang; Ruiling Xi; Lingxi Zeng; Dave Towey; Ruibin Bai; Risa Higashita; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2024)

Regional context-based recalibration network for cataract recognition in AS-OCT. - Xiaoqing Zhang 001; Zunjie Xiao; Bing Yang; Xiao Wu; Risa Higashita; Jiang Liu 001 (Pattern Recognit., 2024)

Guidewire Endpoint Detection Based on Pixel-Adjacent Relation during Robot-Assisted Intravascular Catheterization: In Vivo Mammalian Models. - Wenjing Du; Guanlin Yi; Olatunji Mumini Omisore; Wenke Duan; Xingyu Chen; Toluwanimi Oluwadara Akinyemi; Jiang Liu 001; Boon-Giin Lee; Lei Wang 029 (Adv. Intell. Syst., 2024)

Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement. - Heng Li 010; Ziqin Lin; Zhongxi Qiu; Zinan Li; Ke Niu 002; Na Guo; Huazhu Fu; Yan Hu; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2024)

Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception. - Yinglin Zhang; Ruiling Xi; Wei Wang 490; Heng Li 010; Lingxi Hu; Huiyan Lin; Dave Towey; Ruibin Bai; Huazhu Fu; Risa Higashita; Jiang Liu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding. - Wenjun Lin; Yan Hu; Huazhu Fu; Mingming Yang; Chin-Boon Chng; Ryo Kawasaki; Chee-Kong Chui; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2024)

Structure and Intensity Unbiased Translation for 2D Medical Image Segmentation. - Tianyang Zhang 003; Shaoming Zheng; Jun Cheng 003; Xi Jia; Joseph Bartlett; Xinxing Cheng; Zhaowen Qiu; Huazhu Fu; Jiang Liu 001; Ales Leonardis; Jinming Duan 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Analyzing Surgeon-Robot Cooperative Performance in Robot-Assisted Intravascular Catheterization. - Wenjing Du; Guanlin Yi; Olatunji Mumini Omisore; Wenke Duan; Toluwanimi Oluwadara Akinyemi; Xingyu Chen; Jiang Liu 001; Boon-Giin Lee; Lei Wang 029 (IEEE Trans. Hum. Mach. Syst., 2024)

COSTA: A Multi-Center TOF-MRA Dataset and a Style Self-Consistency Network for Cerebrovascular Segmentation. - Lei Mou; Jinghui Lin; Yifan Zhao 001; Yonghuai Liu; Shaodong Ma; Jiong Zhang; Wenhao Lv; Tao Zhou 002; Jiang Liu 001; Alejandro F. Frangi; Yitian Zhao (IEEE Trans. Medical Imaging, 2024)

Medical image registration and its application in retinal images: a review. - Qiushi Nie; Xiaoqing Zhang 001; Yan Hu; Mingdao Gong; Jiang Liu 001 (Vis. Comput. Ind. Biomed. Art, 2024)

AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation. - Haojin Li; Heng Li 010; Jianyu Chen; Rihan Zhong; Ke Niu 002; Huazhu Fu; Jiang Liu 001 (AAAI, 2025)

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection. - Wenjun Hou; Yi Cheng; Kaishuai Xu; Heng Li 010; Yan Hu; Wenjie Li; Jiang Liu 001 (ACL (1), 2025)

Exploring Temporal Constraints for Unsupervised Iris Motion Tracking in AS-OCT Videos. - Lingxi Hu; Xiao Wu; Risa Higashita; Xiaoli Xing; Menglan Zhou; Song Lin; Xiaorong Li; Xiaoling Li; Jinming Duan 001; Jiang Liu 001 (ICASSP, 2025)

Structural uncertainty estimation for medical image segmentation. - Bing Yang; Xiaoqing Zhang 001; Huihong Zhang; Sanqian Li; Risa Higashita; Jiang Liu 001 (Medical Image Anal., 2025)

Prior Anatomical Knowledge-guided GAN for ICL surgery postoperative prediction based on AS-OCT image. - Yinglin Zhang; Ruiling Xi; Risa Higashita; Keiichiro Okamoto; Kazutaka Kamiya; Kazunori Miyata; Akihito Igarashi; Seiichiro Hata; Tomoaki Nakamura; Jiang Liu 001 (Medical Image Anal., 2025)

VSR-Net: Vessel-Like Structure Rehabilitation Network With Graph Clustering. - Haili Ye; Xiao-Qing Zhang 001; Yan Hu; Huazhu Fu; Jiang Liu 001 (IEEE Trans. Image Process., 2025)

Adaptive Dual-Axis Style-Based Recalibration Network With Class-Wise Statistics Loss for Imbalanced Medical Image Classification. - Xiaoqing Zhang 001; Zunjie Xiao; Jingzhe Ma; Xiao Wu; Jilu Zhao; Shuai Zhang 029; Runzhi Li; Yi Pan 001; Jiang Liu 001 (IEEE Trans. Image Process., 2025)

Fundus Image Quality Assessment and Enhancement: a Systematic Review. - Heng Li; Haojin Li; Mingyang Ou; Xiangyang Yu; Xiaoqing Zhang; Ke Niu; Huazhu Fu; Jiang Liu 001 (CoRR, 2025)

Score Prior Guided Iterative Solver for Speckles Removal in Optical Coherent Tomography Images. - Sanqian Li; Risa Higashita; Huazhu Fu; Bing Yang; Jiang Liu 001 (IEEE J. Biomed. Health Informatics, 2025)

A Contrast-Aware Edge Enhancement GAN for Unpaired Anterior Segment OCT Image Denoising. - Sanqian Li; Yizhou Wang; Risa Higashita; Huazhu Fu; Jiang Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Adaptive Wavelet Filters as Practical Texture Feature Amplifiers for Parkinson's Disease Screening in OCT. - Xiao-Qing Zhang 001; Hanfeng Shi; Xiangyu Li; Haili Ye; Tao Xu; Na Li; Yan Hu; Fan Lv; Jiangfan Chen; Jiang Liu 001 (CoRR, 2025)

Randomness-Restricted Diffusion Model for Ocular Surface Structure Segmentation. - Xinyu Guo; Han Wen; Huaying Hao; Yifan Zhao 001; Yanda Meng; Jiang Liu 001; Yalin Zheng; Wei Chen 089; Yitian Zhao (IEEE Trans. Medical Imaging, 2025)

Hierarchical Context Transformer for Multi-Level Semantic Scene Understanding. - Luoying Hao; Yan Hu; Yang Yue; Li Wu; Huazhu Fu; Jinming Duan 001; Jiang Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning. - Xiaoqing Zhang 001; Zunjie Xiao; Xiao Wu; Yanlin Chen 004; Jilu Zhao; Yan Hu; Jiang Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification. - Xiao Wu; Xiaoqing Zhang; Zunjie Xiao; Lingxi Hu; Risa Higashita; Jiang Liu 001 (CoRR, 2025)

Multi-View Test-Time Adaptation for Semantic Segmentation in Clinical Cataract Surgery. - Heng Li 010; Mingyang Ou; Haojin Li; Zhongxi Qiu; Ke Niu 002; Huazhu Fu; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2025)

Reparameterized Multi-scale Transformer for Deformable Retinal Image Registration. - Qiushi Nie; Xiaoqing Zhang 001; Chuan Chen; Zhixuan Zhang; Yan Hu; Jiang Liu 001 (Mach. Intell. Res., 2025)

Explainable machine learning framework for cataracts recognition using visual features. - Xiao Wu; Lingxi Hu; Zunjie Xiao; Xiaoqing Zhang; Risa Higashita; Jiang Liu 001 (Vis. Comput. Ind. Biomed. Art, 2025)

Token pyramid pooling-driven style adapter learning with dual-view balanced loss for imbalanced diabetic retinopathy grading. - Jilu Zhao; Xiaoqing Zhang; Jiawei Zhang; Hanxi Sun; Qiushi Nie; Zunjie Xiao; Linxia Xiao; Fengyun Zhang; Yan Hu; Jiang Liu 001 (Pattern Recognit., 2026)