计算机辅助医疗

视网膜辅助生物认证

医用机器人

精准医疗

   

081203-计算机应用技术

医疗图像处理
医疗手术导航系统
精准医疗（图像组学）

1999-05--2004-04   新加坡国立大学   博士
1991-02--1992-11   新加坡国立大学   硕士
1983-08--1988-07   中国科技大学   学士

博士

计算机博士

1988.9-1989.8；中国科学院自动化所；助理工程师

1989/09-2004/6， 新加坡国有企业/跨国企业工业界，工程师/经理/技术总监​

2007.1-2016.3；新加坡科技研究局，资讯通信研究院，智能医疗影像研究所；所长及所长顾问，高级科学家

2016.3至今；中国科学院宁波工业技术研究院慈溪生物医学工程研究所；高级研究员

2013-12-31-2015-01-01,IEEE 生物医学工程学会2014年新加坡地区主席, 新加坡地区主席
2009-12-30-2023-01-01,新加坡国家眼科研究中心首席科学家, 新加坡国家眼科研究中心首席科学家

医学图像处理
高级人工智能算法
数字图像分割

   

（1） 闭角青光眼图像分析和筛查, 国家级, 2015
（2） 利用基因关联分析及医疗图像信息学技术进行青光眼自动检测, 国家级, 2013
（3） 图像引导机器人手术培训系统1期, 国家级, 2011

（ 1 ） Automatic Cup-to-Disc Ratio Measurement System, 发明, 2008, 第 1 作者, 专利号: 美国8,705,826;新加坡166430;英国2285266B;PCT/SG2008/000186
（ 2 ） Method and system for detecting the position for an optic cup boundary, 发明, 2008, 第 2 作者, 专利号: 美国8428322;新加坡172159;PCT/SG2008/000482
（ 3 ） Method and System for Automatic Grading of Nuclear Cataract, 发明, 2009, 第 3 作者, 专利号: 美国2012/0155726;PCT/SG2008/000482
（ 4 ） Obtaining Data for automatic glaucoma screening and screening and diagnosis techniques and systems using the data, 发明, 2010, 第 1 作者, 专利号: 美国2012/0230564;新加坡201203257-9;PCT (巴黎合约组织) PCT/SG10/00434
（ 5 ） A Robotic Device for Use in Image-Guided Robot Assisted Surgical Training, 发明, 2011, 第 3 作者, 专利号: 美国 8764448;新加坡201301420-4;PCT (巴黎合约组织) PCT/SG2011/000302
（ 6 ） Coneal Graft Thickness Evaluation based on Optical Coherence Tomography Image, 发明, 2011, 第 2 作者, 专利号: 美国 8958621;新加坡187675;PCT (巴黎合约组织) PCT/SG2011/000271
（ 7 ） Methods and Systems for Detecting Peripapallary Atrophy, 发明, 2012, 第 2 作者, 专利号: 美国 2013/0222767
（ 8 ） Robot Assisted Surgical Training, 发明, 2010, 第 2 作者, 专利号: 美国 20130196300;PCT (巴黎合约组织) PCT/SG2011/000087
（ 9 ） Robust graph representation and matching of retina, 发明, 2013, 第 2 作者, 专利号: PCT (巴黎合约组织) WO2013180660
（ 10 ） Methods and Systems for Characterizing Angle Closure Glaucoma for Risk Assessment or Screening, 发明, 2014, 第 2 作者, 专利号: PCT (巴黎合约组织) WO2014021782A1
（ 11 ） Method and System for detecting disc haemorrhages, 发明, 2012, 第 2 作者, 专利号: 美国 20120157820;PCT (巴黎合约组织) PCT/SG2009/000298
（ 12 ） An automatic opacity detection system for cortical cataract diagnosis, 发明, 2009, 第 3 作者, 专利号: 美国 20110091084;PCT (巴黎合约组织) PCT/SG2008/000190
（ 13 ） A Drusen Lesion Image Detection System, 发明, 2012, 第 3 作者, 专利号: 美国 20150125052;PCT (巴黎合约组织) PCT/SG2013/000235
（ 14 ） Cost-sensitive Linear Reconstruction based Optic Cup Localization, 发明, 2013, 第 2 作者, 专利号: PCT (巴黎合约组织) WO2014116181A3
（ 15 ） Automated Flight Data Management System, 发明, 1999, 第 1 作者, 专利号: 美国 6278913
（ 16 ） Automatic glaucoma diagnosis based on deep learning architecture –contexualized convolutional neural network, 发明, 2015, 第 2 作者, 专利号: 新加坡申请号10201500323U
（ 17 ） Speckle Reduction in Swept Source Optical Coherence Tomography by Image Registration and Matrix Completion, 发明, 2014, 第 2 作者, 专利号: 新加坡申请号10201403294R
（ 18 ） Speckle Reduction in 3D Optical Coherence Tomography by Low Rank A-scan Reconstruction, 发明, 2014, 第 2 作者, 专利号: 新加坡申请号10201407886S
（ 19 ） Cross-sectional AS-OCT Sequence Stabilization for Robust Primary Angle Closure Glaucoma Detection, 发明, 2014, 第 2 作者, 专利号: 新加坡申请号10201408823W
（ 20 ） Automatic Nuclear Cataract Grading from Slit-lamp Lens Images Using Group Sparse Regression, 发明, 2013, 第 4 作者, 专利号: 新加坡P2012103
（ 21 ） Reducing Speckle Noise in Optical Coherence Tomography Images, 发明, 2015, 第 2 作者, 专利号: PCT/SG2015/050162
（ 22 ） Speckle Reduction in 3D Optical Coherence Tomography by Low Rank A-scan Reconstruction, 发明, 2015, 第 2 作者, 专利号: PCT/SG2015/050460
（ 23 ） Skin Surface Topographic Analysis System, 发明, 2015, 第 5 作者, 专利号: 10201509983P
（ 24 ） 眼科影像的实例检索方法、装置、服务器及存储介质, 发明, 2020, 第 2 作者, 专利号: 202010249627.6
（ 25 ） 眼科多模态影像的检索方法、装置、服务器及存储介质, 发明, 2020, 第 2 作者, 专利号: 202010242450.7
（ 26 ） 一种图像压缩方法、装置、服务器及存储介质, 发明, 2020, 第 2 作者, 专利号: 202010180941.3
（ 27 ） 眼科案例的检索方法、装置、服务器及存储介质, 发明, 2020, 第 2 作者, 专利号: 202010217554.2
（ 28 ） 图像采集设备及基于图像采集设备的眼底视网膜成像方法, 发明, 2020, 第 4 作者, 专利号: 202010135476.1
（ 29 ） 一种智能马桶健康监测系统和方法, 发明, 2020, 第 2 作者, 专利号: 202010550071.4
（ 30 ） 一种智能浴室镜健康监测系统和方法, 发明, 2020, 第 2 作者, 专利号: 202010535520.8
（ 31 ） 一种智能座椅健康监测系统和方法, 发明, 2020, 第 2 作者, 专利号: 202010498982.7

   

（1） Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy, IEEE Transactions on Medical Imaging, 2020, 第 10 作者
（2） Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering, IEEE Transactions on Medical Imaging, 2020, 第 9 作者
（3） Open-Set Oct Image Recognition with Synthetic Learning, International Symposium on Biomedical Imaging, 2020, 第 8 作者
（4） Sparse-GAN: Sparsity-Constrained Generative Adversarial Network for Retinal OCT Image Anomaly Detection, International Symposium on Biomedical Imaging, 2020, 第 9 作者
（5） Perceptual-assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography, International Symposium on Biomedical Imaging, 2020, 第 7 作者
（6） Universal digital filtering for denoising volumetric retinal OCT and OCT angiography in 3D shearlet domain, Optics Letters, 2020, 第 5 作者
（7） Noise redistribution and 3D shearlet filtering for speckle reduction in optical coherence tomography, IEEE International Symposium on Biomedical Imaging, 2020, 第 4 作者
（8） Motion-stabilized dual-mode handheld OCT angiography for versatile clinical scenarios, ARVO Annual Conference, 2020, 第 6 作者
（9） Adversarial deep learning enables high-resolution reconstruction of wide-field OCT angiography from low transverse sampling, ARVO Annual Conference, 2020, 第 5 作者
（10） Dense Dilated Network with Probability Regularized Walk for Vessel Detection, IEEE Transcation on Medical Imaging, 2020, 第 6 作者
（11） Imaging of nonlinear and dynamic functional brain connectivity based on EEG recordings with the application on the diagnosis of Alzheimer's disease, IEEE Transactions on Medical Imaging, 2020, 第 3 作者
（12） Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images, EMBC, 2020, 第 10 作者
（13） Multi-Scale U-Net with Edge Guidance for Multimodal Retinal Image Deformable Registration, EMBC, 2020, 第 8 作者
（14） Speckle Reduction of Optical Coherence Tomograms via Super-Resolution Reconstruction and Its Application on Retinal Layer Segmentation, Artificial Intelligence In Medicine, 2020, 第 7 作者
（15） Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering, IEEE Transactions on Medical Imaging, 2019, 第 9 作者
（16） Network Pruning for OCT Image Classification, International Workshop on Ophthalmic Medical Image Analysis, 2019, 第 8 作者
（17） Dense Dilated Network with Probability Regularized Walk for Vessel Detection, IEEE Transcation on Medical Imaging, 2019, 第 6 作者
（18） Pixel Reconstruction for Speckle Reduction in 3D Optical Coherence Tomography of Retina, International Symposium on Biomedical Imaging, 2019, 第 4 作者
（19） Imaging of nonlinear and dynamic functional brain connectivity based on EEG recordings with the application on the diagnosis of Alzheimer's disease, IEEE Transactions on Medical Imaging, 2019, 第 3 作者
（20） Noise Adaptation Generative Adversarial Network for Medical Image Analysis, IEEE Transactions on Medical Imaging, 2019, 第 9 作者
（21） Enhancing visibility of choroidal vasculature in OCT via attenuation compensation and coherence transport inpainting, Investigative Ophthalmology & Visual Science, 2019, 第 9 作者
（22） Topology Reconstruction of Tree-like Structure in Images via Structural Similarity Measure and Dominant Set Clustering, CVPR, 2019, 第 8 作者
（23） CE-Net: Context Encoder Network for 2D Medical Image Segmentation, IEEE Transactions on Medical Imaging, 2019, 第 8 作者
（24） 2D Transform-domain Fourier Filters for Eleimintating Microsaccade Noise in en face Optical Coherence Tomography Angiography, SPIE European Conferences on Biomedical Imaging, 2019, 第 6 作者
（25） On the Application of Preaggregation Functions to Fuzzy Pattern Tree, FUZZ-IEEE, 2019, 第 6 作者
（26） Corneal Nerve Segmentation Using Weighted Local Phase Tensor, MIUA, 2019, 第 5 作者
（27） Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces, MICCAI, 2019, 第 6 作者
（28） SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis, MICCAI, 2019, 第 10 作者
（29） Exploiting Reliability-guided Aggregation for the Assessment of Curvilinear Structure Tortuosity, MICCAI, 2019, 第 8 作者
（30） CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation, MICCAI, 2019, 第 10 作者
（31） Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction in vivo, MICCAI, 2019, 第 5 作者
（32） Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-rank Tensor Recovery[C], International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2016, 第 4 作者
（33） Semantic Reconstruction-based Nuclear Cataract Grading from Slit-lamp Lens Images[C], International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2016, 第 4 作者
（34） DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field[C], International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2016, 第 4 作者
（35） Automated in vivo 3D High-Definition Skin Analysis System, EMBC, 2016, 第 4 作者
（36） Automated Basal Cell Carcinoma Detection in High-Definition Optical Coherence Tomography, EMBC, 2016, 第 4 作者
（37） Integrating Holistic and Local Deep Features for Glaucoma Classification, EMBC, 2016, 第 3 作者
（38） Automatic Anterior Chamber Angle Structure Segmentation in AS-OCT Image based on Label Transferring, EMBC, 2016, 第 4 作者
（39） Determining the difference in eyegaze measurements in individuals with Age Related Macular Degeneration, EMBC, 2016, 第 4 作者
（40） Similarity-Weighted Linear Reconstruction of Anterior Chamber Angles for Glaucoma Classification, ISBI2016, 2016, 第 2 作者
（41） AVIGA: A SYSTEM FOR AUTOMATED VISION ASSESSMENT ANDIMPAIRMENT DETECTION THROUGH GAZE ANALYSIS, ISBI2016, 2016, 第 4 作者
（42） Retinal Vessel Segmentation via Deep Learning Network and Fully-connected Conditional Random Fields, ISBI2016, 2016, 第 4 作者
（43） Saliency-based Eye Movement Correction for OCT volume, ISBI2016, 2016, 第 4 作者
（44） Automatic Anterior Chamber Angle Structure Segmentation in AS-OCT Image based on Label Transferring, EMBC 2016, 2016, 第 4 作者
（45） Determining the difference in eyegaze measurements in individuals with Age Related Macular Degeneration, EMBC 2016, 2016, 第 4 作者
（46） Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-scan Reconstruction, IEEE Transactions on Medical Imaging (TMI), May 2016, 2016, 第 4 作者
（47） A Robust Outliers’ Elimination Approach for Multimodal Retina Image Registration, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015, 第 4 作者
（48） A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, 第 4 作者
（49） Retina Verification Using A Combined Points And Edges Approach, ICIP, 2015, 第 4 作者
（50） Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis, in Medical Image Computing and Computer-Assisted intervention(MICCAI), 2015, 第 4 作者
（51） Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso, in Medical Image Computing and Computer-Assisted intervention(MICCAI), 2015, 第 4 作者
（52） Automatic Feature Learning for Glaucoma Detection based on Deep Learning, in Medical Image Computing and Computer-Assisted intervention(MICCAI), 2015, 第 4 作者
（53） A Robust Outliers’ Elimination Approach for Multimodal Retina Image Registration, in Medical Image Computing and Computer-Assisted intervention(MICCAI), 2015, 第 4 作者
（54） Object-based RGBD Image Co-segmentation with Mutex Constraint, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, 第 4 作者
（55） A Low-dimensional Step Pattern Analysis Algorithm with Application to Multimodal Retinal Image Registration, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, 第 1 作者
（56） Epidermal Segmentation in High-Definition Optical Coherence Tomography, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, 第 4 作者
（57） An Augmented Reality Assistance Platform for Eye Laser Surgery, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, 第 4 作者
（58） Red Lesion Detection in Retinal Fundus Images using Frangi-based Filters, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, 第 4 作者
（59） Glaucoma Detection based on Deep Convolutional Neural Network, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, 第 4 作者
（60） Multiple Ocular Diseases Detection based on Joint Sparse Multi-task Learning, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, 第 4 作者
（61） A Cloud–based System for Automatic Glaucoma Screening, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, 第 4 作者
（62） USING DEEP LEARNING FOR ROBUSTNESS TO PARAPAPILLARY ATROPHY IN OPTIC DISC SEGMENTATION, IEEE International Symposium on Biomedical Imaging (ISBI), 2015, 第 4 作者
（63） Central Vision Assessment through Gaze Tracking, Asian Conference on Computer Aided Surgery (ACCAS), 2015, 第 4 作者
（64） A Robotic System for Shared Control Laser Targeting During Retinal Surgery, Asian Conference on Computer Aided Surgery (ACCAS), 2015, 第 4 作者
（65） An Online Benchmark Platform for Fundus Image Based Ocular Disease Screening (ALBUMS), Asian Conference on Computer Aided Surgery (ACCAS), 2015, 第 4 作者
（66） Glaucoma Detection by Learning from Multiple Informatics Domains, MICCAI Workshop Ophthalmic Medical Image Analysis, 2015, 第 4 作者
（67） Effective Drusen Localization for Early AMD Screening using Sparse Multiple Instance Learning, MICCAI Workshop Ophthalmic Medical Image Analysis, 2015, 第 4 作者
（68） Automatic Image Classification in Intravascular Optical Coherence Tomography Images, MICCAI Workshop 2015, 2015, 第 4 作者
（69） Graph Based Lumen Segmentation in Optical Coherence Tomography Images, International Conference on Information, Communications and Signal Processing (ICICS 2015), 2015, 第 4 作者
（70） Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction, IEEE Transactions on Biomedical Engineering (TBME) （IF： 2.43）, 2015, 第 4 作者
（71） Skin Surface Topographic Assessment using in vivo High-Definition Optical Coherence Tomography, International Conference on Information, Communications and Signal Processing (ICICS 2015), 2015, 第 4 作者
（72） Sparse dissimilarity-constrained coding for glaucoma screening, IEEE Transactions on Biomedical Engineering (TBME) （IF： 2.43）, 2015, 第 4 作者
（73） Automatic Angle Closure Detection from 3D AS-OCT Imaging (ACAI), ARVO Annual Meeting, 2015, 第 3 作者
（74） Robust Multi-Scale Superpixel Classification for Optic Cup Localization, Computerized Medical Imaging and Graphics (CMIG), 2015, 第 4 作者
（75） Automated analysis of angle closure from anterior chamber angle images, Investigative Ophthalmology &Visual Science (IOVS)(IF： 3.57), 2014, 第 2 作者
（76） Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion, in Medical Image Computing and Computer-Assisted Intervention(MICCAI), 2014, 第 4 作者
（77） Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation, in Medical Image Computing and Computer-Assisted Intervention(MICCAI), 2014, 第 4 作者
（78） Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection, in Medical Image Computing and Computer-Assisted Intervention(MICCAI), 2014, 第 4 作者
（79） Multi-Scale Superpixel Classification for Optic Cup Localization, IEEE International Symposium on Biomedical Imaging (ISBI), 2014, 第 3 作者
（80） Integration of multiple source data for glaucoma detection, ARVO Annual Meeting, 2014, 第 1 作者
（81） Speckle Reduction in Optical Coherence Tomography by Matrix Completion using Bilateral Random Projection, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014, 第 4 作者
（82） Geometric Corner Extraction in Retinal Fundus Images, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014, 第 4 作者
（83） Automatic Retinal Interest Evaluation System (ARIES), International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014, 第 4 作者
（84） Automatic Atherosclerotic Heart Disease Detection in Intracoronary Optical Coherence Tomography Images, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014, 第 4 作者
（85） Local Patch Reconstruction Framework for Optic Cup Localization in Glaucoma Detection, International Conference of the IEEE Engineering in Medicine and BiologySociety (EMBC), 2014, 第 4 作者
（86） ACHIKO-D350: A dataset for early AMD detection and drusen segmentation, in Medical Image Computing and Computer-Assisted Intervention(MICCAI) Workshop Ophthalmic Medical Image Analysis 2014, 2014, 第 4 作者
（87） Multiple Ocular Diseases Detection by Graph Regularized Multi-label Learning, in Medical Image Computing and Computer-Assisted Intervention(MICCAI) Workshop Ophthalmic Medical Image Analysis, 2014, 第 4 作者
（88） ACHIKO-M Database for High Myopia Analysis and Its Evaluation, in Medical Image Computing and Computer-Assisted Intervention(MICCAI) Workshop Ophthalmic Medical Image Analysis, 2014, 第 4 作者
（89） A robust multimodal retina image registration approach, ASTAR Scientific Conference, 2014, 第 4 作者
（90） Effective Drusen Segmentation from Fundus Images for Age-related Macular Degeneration Screening, Asian Conference on Computer Vision (ACCV), 2014, 第 4 作者
（91） A survey on computer aided diagnosis for ocular diseases, BMC Medical Informatics and Decision Making, 2014, 第 4 作者
（92） Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning, Asian Conference on Computer Vision (ACCV), 2014, 第 4 作者
（93） Automated analysis of angle closure from anterior chamber angle images, Investigative Ophthalmology &Visual Science, 2014, 第 4 作者
（94） Growcut-based Drusen Segmentation for Age-related Macular Degeneration Detection, Visual Communications and Image Processing (VCIP), 2014, 第 4 作者
（95） Robust Multi-Scale Superpixel Classication for Optic Cup Localization”. Computerized Medical Imaging and Graphics, Computerized Medical Imaging and Graphics, 2014, 第 4 作者
（96） A Comparative Study on Macular Optical Coherence Tomography Image Alignment, IEEE Conference on Biomedical Engineering and Sciences (IECBES), 2014, 第 4 作者
（97） Structure-Preserving Multi-Scale Decompositions for Skin and Retinal OCT Image, IEEE Conference on Biomedical Engineering and Sciences (IECBES), 2014, 第 4 作者
（98） Automatic Glaucoma Diagnosis through Medical Imaging Informatics, Journal on American Medical Informatics Assoc (JAMIA), march 2013, 2013, 第 1 作者
（99） Superpixel Classification based Optic Disc and Optic Cup Segmentation for Glaucoma Screening, IEEE Transactions on Medical Imaging (TMI), Feb 2013, 2013, 第 2 作者
（100） Automatic Diagnosis of Pathological Myopia from Heterogeneous Biomedical Data, Journal of PLoS ONE, June 2013, 2013, 第 3 作者
（101） Robotic Learning of Motion using Demonstrations and Statistical Models for Surgical Simulation, International Journal of Computer Assisted Radiology and Surgery, 2013, 第 3 作者
（102） Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold, IEEE Transactions on Medical Imaging (TMI), Sep 2012, 2012, 第 3 作者
（103） GPU-Friendly Gallbladder Modeling in Laparoscopic Cholecystectomy Surgical Training System, Journal of Computers and Electric Engineering, 2012, 第 4 作者
（104） Reproducibility of Corneal Graft Thickness measurements with COLGATE in patients who have undergone DSAEK (Descemet Stripping Automated Endothelial Keratoplasty), Journal of BMC Medical Imaging, 2012, 第 4 作者
（105） Automatic Glaucoma Diagnosis with mRMR-based Feature Selection, Journal of Biometrics & Biostatistics, 2012, 第 4 作者
（106） Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold, IEEE Transactions on Medical Imaging, 2012, 第 3 作者
（107） A Computer Assisted Method for Nuclear Cataract Grading from Slit-lamp Images using Ranking, IEEE Trans Medical Imaging, 2011, 第 4 作者
（108） Validity of a new Computer Aided Diagnosis Imaging Program to Quantify Nuclear Cataract from Slit-lamp Photographs, Journal of Investigative Ophthalmology and Visual Science, 2011, 第 4 作者
（109） Detection of Pathological Myopia by PAMELA with Texture-Based Features through an SVM Approach, Journal of Healthcare Engineering, 2010, 第 1 作者
（110） Liver Tumor Segmentation Using Contrast Enhanced Multi-detector CT Data: Performance Benchmarking of Three Semi-automated Methods, European Radiology, 2010, 第 4 作者
（111） Automatic Area Classification in Peripheral Blood Smears, IEEE Trans on Biomedical Engineering, 2010, 第 4 作者
（112） A Computer-aided Diagnosis System of Nuclear Cataract, IEEE Trans Biomedical Engineering, 2010, 第 3 作者
（113） Automatic Layer Segmentation of Optical Coherence Tomography Images, IEEE Trans on Biomedical Engineering, 2010, 第 3 作者
（114） Robust Face Detection in Airports, Proceedings of the EURASIP Journal on Applied Signal, 2004, 第 1 作者

（1） A-Levelset based Automatic Cup-to-Disc Ratio Measurement for Glaucoma Diagnosis from Fundus Image, Image Analysis and Modeling in Ophthalmology, 2014-01, 第 1 作者
（2） Automatic segmentation of retinal images for glaucoma screening, Frontiers of Medical Imaging, 2014-01, 第 4 作者

   

（ 1 ） 医学图像处理, 主持, 国家级, 2016-03--2018-03
（ 2 ） 医学图像处理, 主持, 市地级, 2016-03--2018-04

（1）Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-rank Tensor Recovery[C]   2016-10-17
（2）Semantic Reconstruction-based Nuclear Cataract Grading from Slit-lamp Lens Images[C]   2016-10-17
（3）Retinal Vessel Segmentation via Deep Learning and Conditional Random Field[C]   2016-10-17
（4）A Robust Outliers’ Elimination Approach for Multimodal Retina Image Registration   2015-10-05
（5）Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis   2015-10-05
（6）Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso   2015-10-05
（7）Automatic Feature Learning for Glaucoma Detection based on Deep Learning   2015-10-05
（8）A Robust Outliers’ Elimination Approach for Multimodal Retina Image Registration   2015-10-05
（9）Glaucoma Detection by Learning from Multiple Informatics Domains   2015-10-05
（10）Effective Drusen Localization for Early AMD Screening using Sparse Multiple Instance Learning   2015-10-05
（11）Automatic Image Classification in Intravascular Optical Coherence Tomography Images   2015-10-05
（12）Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion   2014-09-14
（13）Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation   2014-09-14
（14）Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection   2014-09-14
（15）ACHIKO-D350: A dataset for early AMD detection and drusen segmentation   2014-09-14
（16）Multiple Ocular Diseases Detection by Graph Regularized Multi-label Learning   2014-09-14
（17）ACHIKO-M Database for High Myopia Analysis and Its Evaluation   2014-07-14

现指导学生

阎岐峰  博士研究生  080201-机械制造及其自动化  

张慧红  硕士研究生  085201-机械工程  

田云彤  硕士研究生  085201-机械工程  

张天阳  硕士研究生  080201-机械制造及其自动化  

马煜辉  博士研究生  080201-机械制造及其自动化