Xi Ouyang | DeepAI

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Jun Liu
179 publications
Qian Wang
147 publications
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Pan Zhou
99 publications
Dinggang Shen
76 publications
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Xiangyu Zhao
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Bin Xiao
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Chun-Liang Li
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Ziyan Wu
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∙ 05/15/2023

Learning Better Contrastive View from Radiologist's Gaze

Recent self-supervised contrastive learning methods greatly benefit from...

0 Sheng Wang, et al. ∙

∙ 04/20/2023

Domain Generalization for Mammographic Image Analysis via Contrastive Learning

Mammographic image analysis is a fundamental problem in the computer-aid...

0 Zheren Li, et al. ∙

∙ 02/14/2023

ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models

Large language models (LLMs) have recently demonstrated their potential ...

0 Sheng Wang, et al. ∙

∙ 07/19/2022

Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection

Lung nodule detection in chest X-ray (CXR) images is common to early scr...

0 Zhenrong Shen, et al. ∙

∙ 04/06/2022

Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis

When deep neural network (DNN) was first introduced to the medical image...

54 Sheng Wang, et al. ∙

∙ 01/12/2022

Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution

Knee osteoarthritis (OA) is the most common osteoarthritis and a leading...

7 Zixu Zhuang, et al. ∙

∙ 12/23/2021

Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis

We consider the problem of abnormality localization for clinical applica...

20 Xi Ouyang, et al. ∙

∙ 11/21/2021

Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning

Lesion detection is a fundamental problem in the computer-aided diagnosi...

0 Zheren Li, et al. ∙

∙ 05/25/2020

mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography

Computer-aided diagnosis with deep learning techniques has been shown to...

9 Sheng Wang, et al. ∙

∙ 05/19/2020

A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency

Knee osteoarthritis (OA) is one of the most common musculoskeletal disor...

3 Jiayu Huo, et al. ∙

∙ 05/06/2020

Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia

The coronavirus disease (COVID-19) is rapidly spreading all over the wor...

2 Xi Ouyang, et al. ∙

∙ 04/05/2018

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond

State-of-the-art pedestrian detection models have achieved great success...

0 Xi Ouyang, et al. ∙

∙ 11/07/2017

ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network

Large-scale mobile traffic analytics is becoming essential to digital in...

0 Chaoyun Zhang, et al. ∙

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