Big Open Data in Medicine with R and Mind Mapping

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Big Open Data in Medicine with R and Mind Mapping.
Medicare data analysis.

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Big Open Data in Medicine with R and Mind Mapping

  1. 1. (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml Big Open Data in Medicine with R and Mind Mapping [Medicare analysis] Image courtesy of rajcreationzs,/ FreeDigitalPhotos.net
  2. 2. Medicare Provider Utilization and Payment Data (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  3. 3. Information description • Medicare Provider Utilization and Payment Data: Physician and Other Supplier • Information on services and procedures provided to Medicare beneficiaries by physicians and other healthcare professionals • Contains information on utilization, payment (allowed amount and Medicare payment), and submitted charges organized by National Provider Identifier (NPI) • 9,153,273 rows • Covers calendar year 2012 • 27 variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  4. 4. Description of the process • Simple statistical analysis • Using the R language • Display of results using Mind Mapping • Example to introduce the possibilities of Mind Mapping in Big Data visualization • Because we are using public data, we can talk of Big Open Data (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  5. 5. Processing with R (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  6. 6. Mind Map created from the results of R (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  7. 7. Hyperlink to CMS.gov (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  8. 8. Description of the information processed with R (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  9. 9. Structure of the variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  10. 10. Provider information variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  11. 11. Detail of provider information variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  12. 12. Service information variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  13. 13. Charges variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  14. 14. Payment variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  15. 15. Summaries (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  16. 16. Average payments per country (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  17. 17. Results by country (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  18. 18. Plot of payments per country (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  19. 19. Average payments per state (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  20. 20. Results by State (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  21. 21. Plot of results by State (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  22. 22. Average by Entity Code (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  23. 23. Results of correlation Payments-Charges Analysis by State (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  24. 24. Chart of Correlation Payments-Charges Analysis by State (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  25. 25. Image courtesy of Stuart Miles / FreeDigitalPhotos.net(C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  26. 26. Contact Information José M. Guerrero jm@infoseg.com Slideshare Presentations Linkedin profile (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml

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