Yanwu Xu

According to our database1, Yanwu Xu authored at least 59 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
Oversampling for Imbalanced Data via Optimal Transport.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Disc-Aware Ensemble Network for Glaucoma Screening From Fundus Image.
IEEE Trans. Med. Imaging, 2018

Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation.
IEEE Trans. Med. Imaging, 2018

Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Multi-scale Masked 3-D U-Net for Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Multi-context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Ocular disease detection from multiple informatics domains.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Optic Disc Segmentation from Retinal Fundus Images via Deep Object Detection Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Multilead QRS Complex Detection Method on 12-Lead Electrocardiogram Signals.
Proceedings of the Computing in Cardiology, 2018

ST Segment Change Classification Based on Multiple Feature Extraction Using ECG.
Proceedings of the Computing in Cardiology, 2018

A Robust Detection Method of Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2018

Robust Angular Local Descriptor Learning.
Proceedings of the Computer Vision - ACCV 2018, 2018

DeepAMD: Detect Early Age-Related Macular Degeneration by Applying Deep Learning in a Multiple Instance Learning Framework.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT.
IEEE Trans. Med. Imaging, 2017

Breast Tumor Detection in Ultrasound Images Using Deep Learning.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Detecting impaired vision caused by AMD from gaze data.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-Rank Tensor Recovery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Retinal vessel segmentation via deep learning network and fully-connected conditional random fields.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Determining the difference in eyegaze measurements in individuals with Age related Macular Degeneration.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Robust multi-scale superpixel classification for optic cup localization.
Comp. Med. Imag. and Graph., 2015

Automatic Feature Learning for Glaucoma Detection Based on Deep Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Retina verification using a combined points and edges approach.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A cloud-based system for automatic glaucoma screening.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multiple ocular diseases detection based on joint sparse multi-task learning.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Glaucoma detection based on deep convolutional neural network.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Growcut-based drusen segmentation for age-related macular degeneration detection.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-scale superpixel classification for optic cup localization.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Local patch reconstruction framework for optic cup localization in glaucoma detection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Effective Drusen Segmentation from Fundus Images for Age-Related Macular Degeneration Screening.
Proceedings of the Computer Vision - ACCV 2014, 2014

Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening.
IEEE Trans. Med. Imaging, 2013

Research and applications: Automatic glaucoma diagnosis through medical imaging informatics.
JAMIA, 2013

Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Superpixel Classification Based Optic Cup Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Learn to recognize pathological myopia in fundus images using bag-of-feature and sparse learning approach.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Domain prior based superpixel propagation for optic cup localization.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Automated anterior chamber angle localization and glaucoma type classification in OCT images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Detection of Sudden Pedestrian Crossings for Driving Assistance Systems.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Identify Predictive SNP groups in Genome Wide Association Study: A Sparse Learning Approach.
Proceedings of the 3rd International Conference on Computational Systems-Biology and Bioinformatics, 2012

Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Efficient optic cup localization based on superpixel classification for glaucoma diagnosis in digital fundus images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Efficient optic cup localization using regional propagation based on retinal structure priors.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Superpixel classification for initialization in model based optic disc segmentation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Superpixel Classification Based Optic Disc Segmentation.
Proceedings of the Computer Vision, 2012

2011
An Efficient Tree Classifier Ensemble-Based Approach for Pedestrian Detection.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2008
Airborne moving vehicle detection for urban traffic surveillance.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008


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