Improving Mortality Risk Prediction with Routine Clinical Data: A Practical Machine Learning Model Based on eICU Patients

Improving Mortality Risk Prediction with Routine Clinical Data: A Practical Machine Learning Model Based on eICU Patients

Shangping Zhao,1 Guanxiu Tang,2 Pan Liu,1 Qingyong Wang,3 Guohui Li,1 Zhaoyun Ding1 1Laboratory for Big Data and Decision, National University of Defense Technology, ChangSha, Hunan, People’s Republic of China; 2The Nursing Department, The Third Xiangya Hospital of Central South University, ChangSha...

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Bibliographic Details
Main Authors: Zhao S, Tang G, Liu P, Wang Q, Li G, Ding Z
Format: Article
Language:English
Published: Dove Medical Press 2023-07-01
Series:International Journal of General Medicine
Subjects:
intensive care unit
xgboost
routinely collected data
short-term mortality risk
Online Access:https://www.dovepress.com/improving-mortality-risk-prediction-with-routine-clinical-data-a-pract-peer-reviewed-fulltext-article-IJGM

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https://www.dovepress.com/improving-mortality-risk-prediction-with-routine-clinical-data-a-pract-peer-reviewed-fulltext-article-IJGM

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