Visualization systems and multivariate data analysis medical and social research

O. M. Gerget, O. V. Maruhina, Yu A. Cherkashina, T. S. Krivonogova

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

The article describes the system of visualization and analysis of multi-dimensional data for identification of the main aspects of the data set without involvement of quantitative analysis methods and express diagnostics of pregnant woman health. The need to solve the task of multidimensional data processing using «NovoSpark Visualizer» software package is proven in the article. Illustrative example is given. Health of pregnant women is evaluated on real data. The method of analysis of clinical and laboratory parameters of pregnant women is observed which allows to assess the functional status of women's health for a minimum number of steps.

Original languageEnglish
Pages (from-to)80-90
Number of pages11
JournalScientific Visualization
Volume8
Issue number4
Publication statusPublished - 2016

Keywords

  • Childbearing
  • Early disease detection
  • Factor analysis
  • Multivariate data analysis
  • NovoSpark Visualizer
  • Pregnancy

ASJC Scopus subject areas

  • Software
  • Computer Vision and Pattern Recognition

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