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Rethinking the Extraction and Interaction of Multi-Scale Features for Vessel Segmentation

Oct 09, 2020
Yicheng Wu, Chengwei Pan, Shuqi Wang, Ming Zhang, Yong Xia, Yizhou Yu


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Pairwise Relation Learning for Semi-supervised Gland Segmentation

Aug 06, 2020
Yutong Xie, Jianpeng Zhang, Zhibin Liao, Chunhua Shen, Johan Verjans, Yong Xia

* Accepted by MICCAI2020 

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COVID-19 Screening on Chest X-ray Images Using Deep Learning based Anomaly Detection

Mar 27, 2020
Jianpeng Zhang, Yutong Xie, Yi Li, Chunhua Shen, Yong Xia


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D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation

Aug 14, 2019
Yongjin Zhou, Weijian Huang, Pei Dong, Yong Xia, Shanshan Wang


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Semi- and Weakly Supervised Directional Bootstrapping Model for Automated Skin Lesion Segmentation

Mar 12, 2019
Yutong Xie, Jianpeng Zhang, Yong Xia, Chunhua Shen


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Residual Network based Aggregation Model for Skin Lesion Classification

Jul 24, 2018
Yongsheng Pan, Yong Xia

* ISIC2018 task3 

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A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images

Jul 23, 2018
Yutong Xie, Jianpeng Zhang, Yong Xia

* 4 pages, 2 figures, ISIC2018 

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3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation

Jul 18, 2018
Haozhe Jia, Yang Song, Donghao Zhang, Heng Huang, Dagan Feng, Michael Fulham, Yong Xia, Weidong Cai

* 9 pages, 3 figures, 2 tables, 16 references 

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ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography

Jul 09, 2018
Hongyu Wang, Yong Xia

* 8 pages, 3 figures 

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A Pulmonary Nodule Detection Model Based on Progressive Resolution and Hierarchical Saliency

Jul 02, 2018
Junjie Zhang, Yong Xia, Yanning Zhang

* 8 pages,4 figures,1 table 

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Autonomous Deep Learning: A Genetic DCNN Designer for Image Classification

Jul 01, 2018
Benteng Ma, Yong Xia


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Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning

Jun 28, 2017
Jianpeng Zhang, Yong Xia, Qi Wu, Yutong Xie


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A Tribe Competition-Based Genetic Algorithm for Feature Selection in Pattern Classification

Apr 28, 2017
Benteng Ma, Yong Xia


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Similar Handwritten Chinese Character Discrimination by Weakly Supervised Learning

Sep 19, 2015
Zhibo Yang, Huanle Xu, Keda Fu, Yong Xia

* 5 figures, 8 pages 

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