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A General Computational Framework to Measure the Expressiveness of Complex Networks Using a Tighter Upper Bound of Linear Regions


Dec 08, 2020
Yutong Xie, Gaoxiang Chen, Quanzheng Li


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Inter-slice Context Residual Learning for 3D Medical Image Segmentation


Nov 28, 2020
Jianpeng Zhang, Yutong Xie, Yan Wang, Yong Xia

* IEEE Trans. Med. Imaging (2020) 
* Accpeted by IEEE-TMI 

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PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation


Nov 25, 2020
Yutong Xie, Jianpeng Zhang, Zehui Liao, Yong Xia, Chunhua Shen

* 13 pages 

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DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets


Nov 20, 2020
Jianpeng Zhang, Yutong Xie, Yong Xia, Chunhua Shen


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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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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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Visual Rhythm Prediction with Feature-Aligning Network


Jan 29, 2019
Yutong Xie, Haiyang Wang, Yan Hao, Zihao Xu

* 6 pages, 4 figures 

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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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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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