Article
Predicting phenotypes of asthma and eczema with machine learning.
BMC medical genomics - 1 Jan 2014
Prosperi Mattia Cf, Marinho Susana, Simpson Angela, Custovic Adnan, Buchan Iain E
Abstract excerpt
BACKGROUND: There is increasing recognition that asthma and eczema are heterogeneous diseases. We investigated the predictive ability of a spectrum of machine learning methods to disambiguate clinical sub-groups of asthma, wheeze and eczema, using a large heterogeneous set of attributes in an unselected population. The aim was to identify to what extent such heterogeneous information can be combined to reveal...
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