b'Yanwu Xu'

research

∙ 01/08/2022

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation

Domain Adaptation (DA) has recently raised strong interests in the medic...

Reuben Dorent, et al. ∙

research

∙ 09/24/2021

Unaligned Image-to-Image Translation by Learning to Reweight

Unsupervised image-to-image translation aims at learning the mapping fro...

Shaoan Xie, et al. ∙

research

∙ 08/19/2021

Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision

Deep learning has achieved remarkable success in medicalimage segmentati...

Yanwu Xu, et al. ∙

research

∙ 05/26/2021

Weighing Features of Lung and Heart Regions for Thoracic Disease Classification

Chest X-rays are the most commonly available and affordable radiological...

Jiansheng Fang, et al. ∙

research

∙ 03/13/2021

Internal Wasserstein Distance for Adversarial Attack and Defense

Deep neural networks (DNNs) are vulnerable to adversarial examples that ...

Jincheng Li, et al. ∙

research

∙ 12/09/2020

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey

Cataract is one of the leading causes of reversible visual impairment an...

Xiaoqing Zhang, et al. ∙

research

∙ 12/07/2020

Attention-based Saliency Hashing for Ophthalmic Image Retrieval

Deep hashing methods have been proved to be effective for the large-scal...

Jiansheng Fang, et al. ∙

research

∙ 12/07/2020

Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference

Latent Factor Model (LFM) is one of the most successful methods for Coll...

Jiansheng Fang, et al. ∙

research

∙ 06/09/2020

Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences

Anterior chamber angle (ACA) classification is a key step in the diagnos...

Huaying Hao, et al. ∙

research

∙ 06/09/2020

Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT

Precise characterization and analysis of iris shape from Anterior Segmen...

Jinkui Hao, et al. ∙

research

∙ 05/05/2020

AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography

Angle closure glaucoma (ACG) is a more aggressive disease than open-angl...

Huazhu Fu, et al. ∙

research

∙ 03/31/2020

A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays

Recently, deep neural networks (DNNs) have made great progress on automa...

Chendi Rao, et al. ∙

research

∙ 03/16/2020

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

Deep neural networks have exhibited promising performance in image super...

Yong Guo, et al. ∙

research

∙ 07/25/2019

Attention Guided Network for Retinal Image Segmentation

Learning structural information is critical for producing an ideal resul...

Shihao Zhang, et al. ∙

research

∙ 07/10/2019

Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces

Retinal image quality assessment (RIQA) is essential for controlling the...

Huazhu Fu, et al. ∙

research

∙ 07/05/2019

Twin Auxiliary Classifiers GAN

Conditional generative models enjoy remarkable progress over the past fe...

Mingming Gong, et al. ∙

research

∙ 04/02/2019

Generative-Discriminative Complementary Learning

Majority of state-of-the-art deep learning methods for vision applicatio...

Yanwu Xu, et al. ∙

research

∙ 02/12/2019

You Only Look & Listen Once: Towards Fast and Accurate Visual Grounding

Visual Grounding (VG) aims to locate the most relevant region in an imag...

Chaorui Deng, et al. ∙

research

∙ 02/10/2019

Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network

Irreversible visual impairment is often caused by primary angle-closure ...

Huazhu Fu, et al. ∙

research

∙ 01/21/2019

Robust Angular Local Descriptor Learning

In recent years, the learned local descriptors have outperformed handcra...

Yanwu Xu, et al. ∙

research

∙ 11/05/2018

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Gliomas are the most common primary brain malignancies, with different d...

Spyridon Bakas, et al. ∙

research

∙ 09/19/2018

Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss

Deep neural networks have exhibited promising performance in image super...

Yong Guo, et al. ∙

research

∙ 09/10/2018

Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT

A major cause of irreversible visual impairment is angle-closure glaucom...

Huazhu Fu, et al. ∙

research

∙ 05/19/2018

Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image

Glaucoma is a chronic eye disease that leads to irreversible vision loss...

Huazhu Fu, et al. ∙

research

∙ 01/03/2018

Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation

Glaucoma is a chronic eye disease that leads to irreversible vision loss...

Huazhu Fu, et al. ∙

Yanwu Xu

Featured Co-authors

Dacheng Tao

Wei Chen

Ling Shao

Li Zhang

Chang Liu

Hao Li

Han Liu

Xu Sun

Qian Wang

Yu Sun

Kun Zhang

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation

Unaligned Image-to-Image Translation by Learning to Reweight

Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision

Weighing Features of Lung and Heart Regions for Thoracic Disease Classification

Internal Wasserstein Distance for Adversarial Attack and Defense

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey

Attention-based Saliency Hashing for Ophthalmic Image Retrieval

Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference

Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences

Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT

AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography

A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

Attention Guided Network for Retinal Image Segmentation

Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces

Twin Auxiliary Classifiers GAN

Generative-Discriminative Complementary Learning

You Only Look & Listen Once: Towards Fast and Accurate Visual Grounding

Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network

Robust Angular Local Descriptor Learning

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss

Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT

Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image

Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation