Mortality prediction based on imbalanced high-dimensional ICU big data

Author:

Liu Jiankang,Chen Xian Xiang,Fang Lipeng,Li Jun Xia,Yang Ting,Zhan Qingyuan,Tong Kai,Fang Zhen

Publisher

Elsevier BV

Subject

General Engineering,General Computer Science

Reference20 articles.

1. Big data and healthcare analytics;Lakhmani;Imperial J. Interdiscip. Res.,2017

2. Computational health informatics in the big data age: a survey;Ruogu;ACM Comput. Surv. (CSUR),2016

3. Data mining on ICU mortality prediction using early temporal data: a survey;Xu;Int. J. Inf. Technol. Decis. Mak.,2017

4. A cost-sensitive learning strategy for feature extraction from imbalanced data;Ali,2016

5. Predicting in-hospital mortality of icu patients: the physionet/computing in cardiology challenge Computing in Cardiology (CinC);Silva;Comput. Cardiol.,2012

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