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BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients


Mar 19, 2021
Yun Zhao, Qinghang Hong, Xinlu Zhang, Yu Deng, Yuqing Wang, Linda Petzold

* ICDM 2021 

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A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images


Feb 07, 2021
Yu Deng, Ling Wang, Chen Zhao, Shaojie Tang, Xiaoguang Cheng, Hong-Wen Deng, Weihua Zhou


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Spread Mechanism and Influence Measurement of Online Rumors in China During the COVID-19 Pandemic


Jan 11, 2021
Yiou Lin, Hang Lei, Yu Deng

* 11 pages 

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Spread Mechanism and Influence Measurement of Online Rumors during COVID-19 Epidemic in China


Dec 04, 2020
Yiou Lin, Hang Lei, Yu Deng

* 11 pages 

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Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence


Nov 30, 2020
Yu Deng, Jiaolong Yang, Xin Tong

* Minor revision of typos 

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Technical Question Answering across Tasks and Domains


Oct 19, 2020
Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Guven, Meng Jiang

* 10 pages, 6 figures 

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Crossing Variational Autoencoders for Answer Retrieval


May 06, 2020
Wenhao Yu, Lingfei Wu, Qingkai Zeng, Yu Deng, Shu Tao, Meng Jiang

* Accepted to ACL 2020 

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Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning


Apr 24, 2020
Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, Xin Tong

* Accepted by CVPR2020(Oral) 

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Deep 3D Portrait from a Single Image


Apr 24, 2020
Sicheng Xu, Jiaolong Yang, Dong Chen, Fang Wen, Yu Deng, Yunde Jia, Xin Tong

* Accepted by CVPR2020; Code: https://github.com/sicxu/Deep3dPortrait 

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Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study


Apr 02, 2019
Prakash Adekkanattu, Guoqian Jiang, Yuan Luo, Paul R. Kingsbury, Zhenxing Xu, Luke V. Rasmussen, Jennifer A. Pacheco, Richard C. Kiefer, Daniel J. Stone, Pascal S. Brandt, Liang Yao, Yizhen Zhong, Yu Deng, Fei Wang, Jessica S. Ancker, Thomas R. Campion, Jyotishman Pathak

* Under review with AMIA 2019 

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Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set


Mar 20, 2019
Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, Xin Tong


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Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms


Nov 15, 2018
Yizhen Zhong, Luke Rasmussen, Yu Deng, Jennifer Pacheco, Maureen Smith, Justin Starren, Wei-Qi Wei, Peter Speltz, Joshua Denny, Nephi Walton, George Hripcsak, Christopher G Chute, Yuan Luo

* 4 pages, accepted by IEEE BIBM 2018 as short paper 

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Natural Language Processing for EHR-Based Computational Phenotyping


Jun 14, 2018
Zexian Zeng, Yu Deng, Xiaoyu Li, Tristan Naumann, Yuan Luo


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