System for Selecting Relevant Information for Decision Support

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F13%3A00393963" target="_blank" >RIV/67985807:_____/13:00393963 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.3233/978-1-61499-240-0-83" target="_blank" >http://dx.doi.org/10.3233/978-1-61499-240-0-83</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.3233/978-1-61499-240-0-83" target="_blank" >10.3233/978-1-61499-240-0-83</a>

Result language
angličtina
Original language name
System for Selecting Relevant Information for Decision Support
Original language description
We implemented a prototype of a decision support system called SIR which has a form of a web-based classification service for diagnostic decision support. The system has the ability to select the most relevant variables and to learn a classification rule, which is guaranteed to be suitable also for high-dimensional measurements. The classification system can be useful for clinicians in primary care to support their decision-making tasks with relevant information extracted from any available clinical study. The implemented prototype was tested on a sample of patients in a cardiological study and performs an information extraction from a high-dimensional set containing both clinical and gene expression data.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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