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Picture for Yingying Zhu

Yingying Zhu

for the AREDS2 Deep Learning Research Group

A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis


Jan 18, 2022
Qiyuan An , Ruijiang Li , Lin Gu , Hao Zhang , Qingyu Chen , Zhiyong Lu , Fei Wang , Yingying Zhu


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RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images


Jan 07, 2022
Ziteng Cui , Yingying Zhu , Lin Gu , Guo-Jun Qi , Xiaoxiao Li , Peng Gao , Zenghui Zhang , Tatsuya Harada

* 11 pages, 3figures 

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Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data


Dec 02, 2021
Yifei Huang , Xiaoxiao Li , Lijin Yang , Lin Gu , Yingying Zhu , Hirofumi Seo , Qiuming Meng , Tatsuya Harada , Yoichi Sato

* BMVC 2021 

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Automated Generation of Accurate \& Fluent Medical X-ray Reports


Aug 27, 2021
Hoang T. N. Nguyen , Dong Nie , Taivanbat Badamdorj , Yujie Liu , Yingying Zhu , Jason Truong , Li Cheng

* accepted in emnlp 

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Cross-view Geo-localization with Evolving Transformer


Jul 05, 2021
Hongji Yang , Xiufan Lu , Yingying Zhu

* Under Review 

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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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