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Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images


Jun 14, 2021
Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas

* Accepted in TMI 

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DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images


Mar 29, 2021
Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris Metaxas

* CVPR 2021 Oral 

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Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors


Aug 29, 2020
Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, Dimitris Metaxas

* Accepted to WACV2021 

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Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks


Aug 25, 2020
Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris Metaxas, Shanhui Sun

* Accepted by STACOM 2020 

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Enhanced MRI Reconstruction Network using Neural Architecture Search


Aug 19, 2020
Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris Metaxas

* 10 pages. Code will be released soon 

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PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data


Aug 18, 2020
Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris Metaxas


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Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images


Jul 10, 2020
Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas

* 12 pages 

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Fairness-Aware Explainable Recommendation over Knowledge Graphs


Jun 28, 2020
Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo


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Vertebra-Focused Landmark Detection for Scoliosis Assessment


Jan 09, 2020
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas

* Accepted to ISBI2020 

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Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes


Jul 25, 2019
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas

* accepted by MICCAI 2019 

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End-to-end Segmentation with Recurrent Attention Neural Network


Dec 05, 2018
Qiaoying Huang, Xiao Chen, Mariappan Nadar

* 14 pages; 

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MRI Reconstruction via Cascaded Channel-wise Attention Network


Oct 18, 2018
Qiaoying Huang, Dong Yang, Pengxiang Wu, Hui Qu, Jingru Yi, Dimitris Metaxas

* 4 pages, 2 figures 

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