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Additional analyses of differentially expressed genes were conducted using the following web-based tools; the Classification SuperViewer (The BAR; http://bar.utoronto.ca/ntools/cgi-bin/ntools_classification_superviewer.cgi), ATCOECIS (http://bioinformatics.psb.ugent.be/ATCOECIS), and Athena (http://www.bioinformatics2.wsu.edu/cgi-bin/Athena/cgi/analysis_select.pl).
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Furthermore, those results remain slightly the same when the watersheds are classified based on watershed attributes – suggesting that the nonlinear classification methods can be robust tools for the classification of ungauged watersheds prior to regionalization.
Experimental results show that the proposed framework provides efficient tools for the classification of the HSRs based on the heart murmurs.
Traditional classifiers and modern genomic tools allow the classification of breast cancer into subtypes that instruct its treatment that has become extremely different from one type to the other and from one patient to the other.
These multi-criteria decision analysis methods are used as tools for the classification and selection of the best alternative amongst a set of options.
16S rDNA sequencing has proved to be one of the most powerful tools for the classification of microorganisms [109] [111].
These promising data are supportive of the application of wider profiling approaches to the identification of biomarker panels as diagnostic tools for the classification of psychiatric diseases.
16S rRNA gene sequencing has proved to be one of the most powerful tools for the classification of microorganisms [ 38] and has been used for identification of clinically relevant microbes [ 39, 40].
Recent developments in GPU accelerated classification tools include implementations for support vector machines [30 32], neural networks [33], k-nearest neighbours [34] and a parallel tool for the classification of remotely sensed imagery [35].
Graham Virgo, pro-vice-chancellor at Cambridge, said the university was looking at alternatives to the "blunt tool" of the classification system.
The NeuroDeveloper® is a high-performance software tool for the classification of spectroscopic data using artificial neural networks (ANNs).
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