Approaches to Medical Decision-Making Based on Big Clinical Data

被引:6
|
作者
Malykh, V. L. [1 ]
Rudetskiy, S. V. [1 ]
机构
[1] RAS, Med Informat Res Ctr, Ailamazyan Program Syst Inst, Pereslavl Zalesskii, Russia
基金
俄罗斯基础研究基金会;
关键词
D O I
10.1155/2018/3917659
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
The paper discusses different approaches to building a medical decision support system based on big data. The authors sought to abstain from any data reduction and apply universal teaching and big data processing methods independent of disease classification standards. The paper assesses and compares the accuracy of recommendations among three options: case-based reasoning, simple single-layer neural network, and probabilistic neural network. Further, the paper substantiates the assumption regarding the most efficient approach to solving the specified problem.
引用
收藏
页数:10
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