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A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models


Aug 02, 2022
Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D. Mooney, Bradley A. Malin


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Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database


Jul 06, 2022
Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley Malin


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Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems


Oct 16, 2021
Zhongli Li, Wenxuan Zhang, Chao Yan, Qingyu Zhou, Chao Li, Hongzhi Liu, Yunbo Cao


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Fast Wireless Sensor Anomaly Detection based on Data Stream in Edge Computing Enabled Smart Greenhouse


Jul 28, 2021
Yihong Yang, Sheng Ding, Yuwen Liu, Shunmei Meng, Xiaoxiao Chi, Rui Ma, Chao Yan

* 12 pages, 8 figures 

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Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge


Apr 09, 2021
Prithwish Chakraborty, James Codella, Piyush Madan, Ying Li, Hu Huang, Yoonyoung Park, Chao Yan, Ziqi Zhang, Cheng Gao, Steve Nyemba, Xu Min, Sanjib Basak, Mohamed Ghalwash, Zach Shahn, Parthasararathy Suryanarayanan, Italo Buleje, Shannon Harrer, Sarah Miller, Amol Rajmane, Colin Walsh, Jonathan Wanderer, Gigi Yuen Reed, Kenney Ng, Daby Sow, Bradley A. Malin

* Presented at the AMIA 2021 Virtual Informatics Summit 

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The Sample Complexity of Distribution-Free Parity Learning in the Robust Shuffle Model


Mar 29, 2021
Kobbi Nissim, Chao Yan


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BART based semantic correction for Mandarin automatic speech recognition system


Mar 26, 2021
Yun Zhao, Xuerui Yang, Jinchao Wang, Yongyu Gao, Chao Yan, Yuanfu Zhou

* submitted to INTERSPEECH2021 

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Collision-Free Flocking with a Dynamic Squad of Fixed-Wing UAVs Using Deep Reinforcement Learning


Jan 20, 2021
Chao Yan, Xiaojia Xiang, Chang Wang, Zhen Lan

* 8 pages, 8 figures 

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Time-Efficient Mars Exploration of Simultaneous Coverage and Charging with Multiple Drones


Nov 16, 2020
Yuan Chang, Chao Yan, Xingyu Liu, Xiangke Wang, Han Zhou, Xiaojia Xiang, Dengqing Tang


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Generating Electronic Health Records with Multiple Data Types and Constraints


Mar 23, 2020
Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin


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