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Xu Chen
155 publications
Qian Zhang
144 publications
Li Chen
141 publications
Huazhu Fu
108 publications
Yue Liu
77 publications
Jiang Liu
66 publications
Xiaowei Huang
61 publications
Yisen Wang
61 publications
Shaoting Zhang
60 publications
Shenghua Gao
55 publications
Fei Li
53 publications

∙ 08/23/2022

Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning

Automated detection of retinal structures, such as retinal vessels (RV),...

11 Jinkui Hao, et al. ∙

∙ 07/25/2022

OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation

While there have been increased researches using deep learning technique...

22 Amrest Chinkamol, et al. ∙

∙ 07/25/2022

Sparse-based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction

Retinal Optical Coherence Tomography Angiography (OCTA) with high-resolu...

6 Huaying Hao, et al. ∙

∙ 06/09/2022

Structure-consistent Restoration Network for Cataract Fundus Image Enhancement

Fundus photography is a routine examination in clinics to diagnose and m...

3 Heng Li, et al. ∙

∙ 03/22/2022

DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification

Multiple instance learning (MIL) has been increasingly used in the class...

0 Hongrun Zhang, et al. ∙

∙ 03/15/2022

An Annotation-free Restoration Network for Cataractous Fundus Images

Cataracts are the leading cause of vision loss worldwide. Restoration al...

8 Heng Li, et al. ∙

∙ 03/09/2022

3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs

In this paper, we propose a novel multi-level aggregation network to reg...

0 Yanda Meng, et al. ∙

∙ 03/08/2022

Counting with Adaptive Auxiliary Learning

This paper proposes an adaptive auxiliary task learning based approach f...

8 Yanda Meng, et al. ∙

∙ 11/24/2021

Spatial-context-aware deep neural network for multi-class image classification

Multi-label image classification is a fundamental but challenging task i...

12 Jialu Zhang, et al. ∙

∙ 10/27/2021

BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation

Segmentation is an essential operation of image processing. The convolut...

8 Yanda Meng, et al. ∙

∙ 07/28/2021

Spatial Uncertainty-Aware Semi-Supervised Crowd Counting

Semi-supervised approaches for crowd counting attract attention, as the ...

0 Yanda Meng, et al. ∙

∙ 07/01/2021

Explainable Diabetic Retinopathy Detection and Retinal Image Generation

Though deep learning has shown successful performance in classifying the...

9 Yuhao Niu, et al. ∙

∙ 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...

11 Jiansheng Fang, et al. ∙

∙ 02/26/2021

3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation

Optical Coherence Tomography Angiography (OCTA) has been increasingly us...

9 Shuai Yu, et al. ∙

∙ 11/01/2020

Learning Euler's Elastica Model for Medical Image Segmentation

Image segmentation is a fundamental topic in image processing and has be...

19 Xu Chen, et al. ∙

∙ 10/15/2020

CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging

Automated detection of curvilinear structures, e.g., blood vessels or ne...

16 Lei Mou, et al. ∙

∙ 07/10/2020

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model

Optical Coherence Tomography Angiography (OCT-A) is a non-invasive imagi...

6 Yuhui Ma, et al. ∙

∙ 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...

5 Huaying Hao, et al. ∙

∙ 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...

8 Jinkui Hao, et al. ∙

∙ 11/28/2019

Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image

With the development of convolutional neural network, deep learning has ...

0 Kang Zhou, et al. ∙

∙ 10/26/2019

Dense Dilated Network with Probability Regularized Walk for Vessel Detection

The detection of retinal vessel is of great importance in the diagnosis ...

5 Lei Mou, et al. ∙

∙ 08/09/2019

The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detection

The optic disc segmentation is an important step for retinal image-based...

2 Hao Qiu, et al. ∙

∙ 08/06/2019

SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis

Generative Adversarial Networks (GANs) have the capability of synthesizi...

0 Tianyang Zhang, et al. ∙

∙ 07/24/2019

Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems

Deep neural networks (DNNs) have become popular for medical image analys...

6 Xingjun Ma, et al. ∙

∙ 03/07/2019

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

Medical image segmentation is an important step in medical image analysi...

12 Zaiwang Gu, et al. ∙

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