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Yingying Zhu

for the AREDS2 Deep Learning Research Group

Focal Inverse Distance Transform Maps for Crowd Localization and Counting in Dense Crowd


Mar 18, 2021
Dingkang Liang, Wei Xu, Yingying Zhu, Yu Zhou

* The code and models are available at https://github.com/dk-liang/FIDTM 

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Reciprocal Distance Transform Maps for Crowd Counting and People Localization in Dense Crowd


Feb 16, 2021
Dingkang Liang, Wei Xu, Yingying Zhu, Yu Zhou


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Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration


Nov 11, 2020
Qingyu Chen, Tiarnan D. L. Keenan, Alexis Allot, Yifan Peng, Elvira Agrón, Amitha Domalpally, Caroline C. W. Klaver, Daniel T. Luttikhuizen, Marcus H. Colyer, Catherine A. Cukras, Henry E. Wiley, M. Teresa Magone, Chantal Cousineau-Krieger, Wai T. Wong, Yingying Zhu, Emily Y. Chew, Zhiyong Lu

* 5 figures and 4 tables, To appear in Journal of the American Medical Informatics Association 

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E$^2$Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT Scans


Jul 19, 2020
Youbao Tang, Yuxing Tang, Yingying Zhu, Jing Xiao, Ronald M. Summers


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Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model


Jul 14, 2020
Yingying Zhu, Youbao Tang, Yuxing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers

* Accepted to Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020 

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COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature


Jun 11, 2020
Yifan Peng, Yu-Xing Tang, Sungwon Lee, Yingying Zhu, Ronald M. Summers, Zhiyong Lu


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Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection


May 22, 2020
Yingying Zhu, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers

* accepted as a short paper in the 2020 Medical Imaging with Deep Learning (MIDL) conference 

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GeoCapsNet: Aerial to Ground view Image Geo-localization using Capsule Network


Apr 12, 2019
Bin Sun, Chen Chen, Yingying Zhu, Jianmin Jiang


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Attention-based Pyramid Aggregation Network for Visual Place Recognition


Aug 01, 2018
Yingying Zhu, Jiong Wang, Lingxi Xie, Liang Zheng

* Accepted to ACM Multimedia 2018 

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A Probabilistic Disease Progression Model for Predicting Future Clinical Outcome


Mar 13, 2018
Yingying Zhu, Mert R. Sabuncu


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