covidClassifyR

Funded by a COVID-19 Digital Grant from the Australian Academy of Science and Department of Industry, Science, Energy & Resources

This analytical tool was developed to streamline the processing of serological data generated using a validated high-throughput multiplex serological assay for measuring antibodies to SARS-CoV-2 (Mazhari et al 2021). This tool also aims to make the downstream processing, quality control and analysis of the raw data generated from this serological assay accessible to all researchers without the need for a specialist background in statistical methods and advanced programming. The tool embeds a machine learning algorithm for classification of prior exposure of unknown samples and facilitates interpretation of results. In addition, the data processing and quality control parts of this tool can also be used to process serological data generated using other Luminex-based assays for other organisms, e.g. Plasmodium spp. Funding was provided by a COVID‐19 Digital Grant.

Posted on:
January 1, 0001
Length:
1 minute read, 127 words
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