INTEGRATING R MODELS WITH WEB TECHNOLOGIES

被引:0
|
作者
Zhang, Mingrui [1 ]
Olson, Scott [1 ]
Francioni, Joan [1 ]
Gegg-Harrison, Tim [1 ]
Meng, Nan [1 ]
Sun, Zhifu [2 ]
Yang, Ping [2 ]
机构
[1] Winona State Univ, Dept Comp Sci, Winona, MN 55987 USA
[2] Mayo Clin, Dept Hlth Sci Res, Rochester, MN USA
关键词
Web; Cancer Patient; Survival; Treatment; Software Tool; Lung Cancer; SYSTEMS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We describe a software framework designed to shorten the translation of research models from theory to clinical practice. The framework integrates research and clinical practice into a single software architecture. Specifically, we present a Survival Probability Predication Architecture (SPPA), which is an extensible software platform allowing researchers to experiment with their statistical models and make rapid delivery of these models to clinical practice without a lengthy software development cycle.
引用
收藏
页码:411 / +
页数:2
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