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Breast cancer has been successfully classified using microarrays into clinically relevant subgroups based on variations in gene expression patterns.
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Eighty percent of an independent test set of marketed post-2000 basic drugs could be successfully classified using the model, indicating useful forward predictivity.
Most plant taxa detected could be successfully classified using the already shown RDP classifier [ 7, 21], but also the recently developed UTAX algorithm [ 25].
A Wilcoxon test (p-value = 9.6 × 10-4) confirmed that the Ascomycete and Hemiascomycete fungi could be successfully classified using their kinome density values.
Using this device, a nanobead mixture (100 and 200 nm) or a fluorescently labeled influenza A H1N1 virus and nanobead (100 nm) mixture have been successfully classified.
In our previous study [ 27], the six HSP families were successfully classified by using the dipeptide of RAAA.
All target sequences were successfully classified into three GO (Gene Ontology) ontologies using blast2go program, including cellular components, molecular functions and biological processes.
Using the recursive partitioning machine learning algorithm to form a classification tree based on the 102 modules, samples were successfully classified as from either PtC or C-F patients using the relative abundance of polyamine transport system module alone (Fig. 5a).
To deal with outdoor scenarios, a preliminary test has been conducted by using static images of eight of the subjects taken outdoors; six of the eight subjects (75%) were successfully classified.
The use of the Multiple Discriminant Analysis technique indicates that all different types of stimulations can be successfully classified.
Moreover, the subtypes of Vibrio pathogens were successfully classified.
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CEO of Professional Science Editing for Scientists @ prosciediting.com