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Self-organizing maps (SOM) are a useful tool for exploring data.
The company's technology has a visual interface for exploring data sets and building visualizations and pivot tables and highly interactive dashboards, according to McKinney.
Specifically, an existing single-user desktop analytical tool for exploring data using principal component analysis (called iPCA [6]) is adapted into a collaborative touch-table application (called iPCA-CE [7]).
The second tool (SimVis) was based on a similarity assessment-based interaction model for exploring data, and was designed to help clinicians to classify and cluster clinical examination data.
Besides tabulation of summary statistics (mean, SD, counts, proportions, etc), visualisation is an effective tool for exploring data and results.
Since then we have realized that exploring genomic data in pathways is not enough, that we need a framework that allows us to build different applications for exploring data from different studies with different designs.
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Both methods are useful for exploring information and structures in data in order to get a first and unbiased impression.
This paper is an excellent reference for anyone interested in exploring data security in the context of data integration systems.
Exploring data for three outlier hospitals by survival curves showed diverging mortality compared with other hospitals during the 30-day period.
It was shown that forecast results using GFMAPR were progressively enhanced with small and medium size data and with elevations in the degree of fluctuation and variation attributes for the explored data.
We examined outcomes by region and remoteness for Indigenous subgroups and explored data for communities to inform health service delivery and interventions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com