Patient Clustering for Vital Organ Failure Using ICD Code With Graph Attention

Author:

Liu Zhangdaihong1ORCID,Hu Ying2,Wu Xuan3,Mertes Gert4,Yang Yang5ORCID,Clifton David A.6

Affiliation:

1. Oxford-Suzhou Centre for Advanced Research, China

2. Shanghai Xuhui Central Hospital, Xuhui Hospital, Fudan University, China

3. National Key Laboratory for Novel Software Technology, Nanjing University, China

4. Nuffield Department of Population Health and the Department of Engineering Science, University of Oxford, U.K.

5. School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China

6. Department of Engineering Science, University of Oxford, U.K.

Funder

Jiangsu Provincial Double Innovation Talent Programme

Shanghai Municipal Health Commission General Project

Startup Fund for Young Faculty at SJTU

NIHR Oxford Biomedical Research Centre

NIHR Research Professorship

RAEng Research Chair

InnoHK Centre for Cerebro-cardiovascular Engineering

Pandemic Sciences Institute at the University of Oxford

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering

Reference49 articles.

1. Skin problems in chronic kidney disease

2. Adam: A method for Stochastic optimization;kingma;Proc 3rd Int Conf Learn Representations,0

3. The MNIST database of handwritten digits;lecun,1998

4. Combining classifiers in text categorization

5. MIMIC-III, A freely accessible critical care database;johnson;Data Science Journal,2016

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