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Bipartite Graph Embedding via Mutual Information Maximization


Dec 10, 2020
Jiangxia Cao, Xixun Lin, Shu Guo, Luchen Liu, Tingwen Liu, Bin Wang

* Accepted by WSDM 2021 

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Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases


May 11, 2020
Luchen Liu, Zequn Liu, Haoxian Wu, Zichang Wang, Jianhao Shen, Yiping Song, Ming Zhang

* 10 pages, 3 Figures, submitted to AMIA Annual Symposium 

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Predictive Multi-level Patient Representations from Electronic Health Records


Nov 12, 2019
Zichang Wang, Haoran Li, Luchen Liu, Haoxian Wu, Ming Zhang


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Early Prediction of Sepsis From Clinical Datavia Heterogeneous Event Aggregation


Oct 14, 2019
Luchen Liu, Haoxian Wu, Zichang Wang, Zequn Liu, Ming Zhang

* 4 pages, 2 figures, Accept by CINC 2019 

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Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction


Mar 20, 2019
Luchen Liu, Haoran Li, Zhiting Hu, Haoran Shi, Zichang Wang, Jian Tang, Ming Zhang

* 10 pages, 2 figures, under review of AMIA annual symposium 

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Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction


May 10, 2018
Luchen Liu, Jianhao Shen, Ming Zhang, Zichang Wang, Jian Tang

* 8 pages, this paper has been accepted by AAAI 2018. arXiv admin note: text overlap with arXiv:1610.09513 by other authors 

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