Clinical mass spectrometry proteomic diagnosis by conformal predictors

被引：0
|
作者：
Gammerman, Alex [1 ]
Nouretdinov, Ilia [1 ]
Burford, Brian [1 ]
Chervonenkis, Alexey [1 ]
Vovk, Vladimir [1 ]
Luo, Zhiyuan [1 ]
机构：
[1] Univ London, London WC1E 7HU, England
来源：
STATISTICAL APPLICATIONS IN GENETICS AND MOLECULAR BIOLOGY | 2008年 / 7卷 / 02期
关键词：
D O I：
暂无
中图分类号：
Q5 [生物化学]; Q7 [分子生物学];
学科分类号：
071010 ; 081704 ;
摘要：
The paper describes an application of conformal predictors to diagnose breast cancer using proteomic mass spectrometry data provided by Leiden University Medical Center. Unlike many conventional classification systems, this approach allows us not just to classify samples, but add valid measures of confidence in our predictions for individual patients.
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页数：12
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