Big Data, Decision Models, and Public Health

被引:5
|
作者
Chan, Chien-Lung [1 ,2 ]
Chang, Chi-Chang [3 ,4 ]
机构
[1] Yuan Ze Univ, Dept Informat Management, Taoyuan 320, Taiwan
[2] Yuan Ze Univ, Innovat Ctr Big Data & Digital Convergence, Taoyuan 320, Taiwan
[3] Chung Shan Med Univ, Sch Med Informat, Taichung 40201, Taiwan
[4] Chung Shan Med Univ Hosp, IT Off, Taichung 40201, Taiwan
关键词
big data; decision models; public health;
D O I
10.3390/ijerph17186723
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Unlike most daily decisions, medical decision making often has substantial consequences and trade-offs. Recently, big data analytics techniques such as statistical analysis, data mining, machine learning and deep learning can be applied to construct innovative decision models. With complex decision making, it can be difficult to comprehend and compare the benefits and risks of all available options to make a decision. For these reasons, this Special Issue focuses on the use of big data analytics and forms of public health decision making based on the decision model, spanning from theory to practice. A total of 64 submissions were carefully blind peer reviewed by at least two referees and, finally, 23 papers were selected for this Special Issue.
引用
收藏
页数:7
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