Outlier Detection System

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An Outlier Detection System is a detection system that implements an outlier detection algorithm to solve an outlier detection task.



References

2020

2016

  • https://www.ucl.ac.uk/molecular-medicine/key-publications/microarray-outlier-analysis
    • QUOTE: This software implements an outlier detection strategy that was developed to identify variants at the level of gene transcription that are of potential biological and phenotypic importance.

      The software provides a user friendly interface that enables identification of gross abnormalities in gene expression (outliers) in individuals with complex disorders, using whole genome microarray data.

      Mean and standard deviation of expression in a healthy control cohort is used to detect both over and under-expressed probes in individual samples.

      The software is implemented using R and java on the Windows OS.

      Installation instructions, sample datasets, executables, source code, a user guide and other technical information are provided with the software - see below.