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KG-BERT: BERT for Knowledge Graph Completion


Sep 07, 2019
Liang Yao, Chengsheng Mao, Yuan Luo


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Mixture-based Multiple Imputation Model for Clinical Data with a Temporal Dimension


Aug 20, 2019
Ye Xue, Diego Klabjan, Yuan Luo


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Symmetric Cross Entropy for Robust Learning with Noisy Labels


Aug 16, 2019
Yisen Wang, Xingjun Ma, Zaiyi Chen, Yuan Luo, Jinfeng Yi, James Bailey

* ICCV2019 

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Mixture-based Multiple Imputation Models for Clinical Data with a Temporal Dimension


Aug 12, 2019
Ye Xue, Diego Klabjan, Yuan Luo


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Identification of Predictive Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks


Apr 10, 2019
Zhenxing Xu, Jingyuan Chou, Xi Sheryl Zhang, Yuan Luo, Tamara Isakova, Prakash Adekkanattu, Jessica S. Ancker, Guoqian Jiang, Richard C. Kiefer, Jennifer A. Pacheco, Luke V. Rasmussen, Jyotishman Pathak, Fei Wang


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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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MedGCN: Graph Convolutional Networks for Multiple Medical Tasks


Mar 31, 2019
Chengsheng Mao, Liang Yao, Yuan Luo


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ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays


Mar 31, 2019
Chengsheng Mao, Liang Yao, Yuan Luo


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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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Implementing a Portable Clinical NLP System with a Common Data Model - a Lisp Perspective


Nov 15, 2018
Yuan Luo, Peter Szolovits

* 6 pages, accepted by IEEE BIBM 2018 as regular paper 

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