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KG-BERT: BERT for Knowledge Graph Completion

Sep 11, 2019
Liang Yao, Chengsheng Mao, Yuan Luo


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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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Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes

Nov 09, 2018
Yikuan Li, Liang Yao, Chengsheng Mao, Anand Srivastava, Xiaoqian Jiang, Yuan Luo

* 4 pages, 3 figures, accepted by BIBM 2018 

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Graph Convolutional Networks for Text Classification

Oct 17, 2018
Liang Yao, Chengsheng Mao, Yuan Luo


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Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images

Sep 20, 2018
Chengsheng Mao, Yiheng Pan, Zexian Zeng, Liang Yao, Yuan Luo


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Distribution Networks for Open Set Learning

Sep 20, 2018
Chengsheng Mao, Liang Yao, Yuan Luo


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Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks

Jul 20, 2018
Liang Yao, Chengsheng Mao, Yuan Luo

* arXiv admin note: text overlap with arXiv:1806.04820 by other authors 

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Developing a Portable Natural Language Processing Based Phenotyping System

Jul 17, 2018
Himanshu Sharma, Chengsheng Mao, Yizhen Zhang, Haleh Vatani, Liang Yao, Yizhen Zhong, Luke Rasmussen, Guoqian Jiang, Jyotishman Pathak, Yuan Luo

* 13 pages 

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