A Survey on Knowledge Enhanced EHR Data Mining

Author:

Zhang Jiancheng1,Yang Xiao1,Meng Hefeng1,Lin Zhiqiang1,Xu Yonghui2,Cui Lizhen3

Affiliation:

1. School of Software, Shandong University, China

2. Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, China

3. Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR) & School of Software, Shandong University, China

Funder

Fundamental Research Funds of Shandong University

Publisher

ACM

Reference57 articles.

1. D. Arya D. K. Gupta S. Rudinac and M. Worring. 2020. HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs. (2020). D. Arya D. K. Gupta S. Rudinac and M. Worring. 2020. HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs. (2020).

2. Multi-Scale Representation Learning on Hypergraph for 3D Shape Retrieval and Recognition

3. Atrial Fibrillation Detection During Sepsis: Study on MIMIC III ICU Data

4. Seda Bilaloglu , Vincent  J Major , Himanshu Grover , Isabel Metzger , and Yindalon Aphinyanaphongs . 2021 . Expanding the Reach of Structured EHR Data with Clinical Notes. In The International FLAIRS Conference Proceedings, Vol. 34 . Seda Bilaloglu, Vincent J Major, Himanshu Grover, Isabel Metzger, and Yindalon Aphinyanaphongs. 2021. Expanding the Reach of Structured EHR Data with Clinical Notes. In The International FLAIRS Conference Proceedings, Vol. 34.

5. A.  G. Bready , M. Simons , and S. Mo Ss . 2017. The Diagnosis of Celiac Disease in the EHR: Garbage in, Garbage out?: 1201. Official journal of the American College of Gastroenterology | ACG 112 ( 2017 ). A. G. Bready, M. Simons, and S. Mo Ss. 2017. The Diagnosis of Celiac Disease in the EHR: Garbage in, Garbage out?: 1201. Official journal of the American College of Gastroenterology | ACG 112 (2017).

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