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System for Selecting Relevant Information for Decision Support

机译：决策支持相关信息选择系统

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摘要

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 rale, 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.
机译：我们实现了名为SIR的决策支持系统的原型，该原型具有基于Web的分类服务形式，可用于诊断决策支持。该系统能够选择最相关的变量并学习分类规则，从而保证也适用于高维测量。该分类系统对于基层临床医生从从任何可用的临床研究中提取的相关信息来支持其决策任务很有用。实施的原型在心脏病学研究中对患者样本进行了测试，并从包含临床和基因表达数据的高维集进行信息提取。

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  • 来源
  • 会议地点 Prague(CZ)
  • 作者

    Jan KALINA; Libor SEIDL; Karel ZVARA; Hana GRUENFELDOVA; Dalibor SLOVAK; Jana ZVAROVA;

  • 作者单位

    European Center for Medical Informatics, Statistics and Epidemiology,Dept. of Medical Informatics and Biostatistics, Institute of Computer Science AS CR, Pod Vodarenskou vezi 2,182 07 Praha 8, Czech Republik,Institute of Computer Science of the Academy of Sciences of the Czech Republic;

    European Center for Medical Informatics, Statistics and Epidemiology,Charles University in Prague, First Faculty of Medicine;

    European Center for Medical Informatics, Statistics and Epidemiology,Charles University in Prague, First Faculty of Medicine;

    European Center for Medical Informatics, Statistics and Epidemiology,Municipal Hospital in Caslav;

    European Center for Medical Informatics, Statistics and Epidemiology,Institute of Computer Science of the Academy of Sciences of the Czech Republic,Charles University in Prague, First Faculty of Medicine;

    European Center for Medical Informatics, Statistics and Epidemiology,Institute of Computer Science of the Academy of Sciences of the Czech Republic,Charles University in Prague, First Faculty of Medicine;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Decision support system; web-service; information extraction; high-dimension; gene expressions;

    机译：决策支持系统;网络服务;信息提取；高维基因表达;

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