Sentence examples for build a diagnostic classifier from inspiring English sources

In concordance with this model, Skafidas and colleagues used genome-wide SNP data in order to build a diagnostic classifier [ 63].

A recent study attempted to build a diagnostic classifier using microarray expression profiling of peripheral blood from infants and toddlers with ASD [ 76].

In this study, publically available Illumina 450K methylation array data from 472 pediatric brain tumors, representing several diagnoses (DIPG, GBM, embryonal tumors with multilayered rosettes (ETMR), four medulloblastoma subgroups, ependymoma, and pilocytic astrocytoma) were used to build a diagnostic classifier.

Anderson and colleagues used pairwise functional connectivity data from 7266 brain regions across the entire grey matter to build a diagnostic classifier for a set of 40 ASD subjects and 40 matched controls [ 41].

A diagnostic classifier built using SVM applied to DTI data demonstrated a prediction accuracy of 80% [ 29].

For this aim, we developed a diagnostic classifier based on DNA methylation profiles.

The objective of this study is to find important molecular markers and/or build a classifier such that the classifier with selected markers as the independent variables can accurately classify the diagnostic disease status of a sample using expression data.

To circumvent the difficulty of finding consistent signatures themselves, we could use some biological pathways commonly affected by diverse molecular changes as modular signatures to build robust diagnostic classifiers [ 58].

To build a powerful strong classifier, basis classifiers which have higher precision must take more responsibility in categorization process.

A bootstrapping algorithm is used to iteratively build a target classifier from the two domains.

The second layer of phishGILLNET (phishGILLNET2) employs AdaBoost to build a robust classifier.