User Tools

Site Tools


documentation:software:atlas:prediction

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revisionPrevious revision
Next revision
Previous revision
documentation:software:atlas:prediction [2017/10/17 15:22] – jhardindocumentation:software:atlas:prediction [2019/05/30 20:46] (current) – anthonysena
Line 1: Line 1:
 +===== IMPORTANT NOTE =====
 +
 +All ATLAS documentation has moved to [[https://github.com/OHDSI/ATLAS/wiki|GitHub]]. Please disregard the content below as it is legacy and kept for posterity.
 +
 +===== Prediction (LEGACY) =====
 +
 ATLAS has embedded the ability to generate prediction models using machine learning methods for precision medicine and disease interception, including: ATLAS has embedded the ability to generate prediction models using machine learning methods for precision medicine and disease interception, including:
  
Line 4: Line 10:
   * Random forest   * Random forest
   * k-nearest neighbors   * k-nearest neighbors
- 
-This feature can be accessed by clicking on the Prediction menu item.  
-{{:documentation:software:atlas:atlas_plp.png?800|}} 
- 
  
 The ATLAS prediction feature uses the R package PatientLevelPrediction that builds patient level predictive models using data in Common Data Model format. The ATLAS prediction feature uses the R package PatientLevelPrediction that builds patient level predictive models using data in Common Data Model format.
Line 20: Line 22:
   * Supported outcome models are logistic, Poisson, and survival (time to event).   * Supported outcome models are logistic, Poisson, and survival (time to event).
  
-There are options for inputs in the ATLAS prediction page.  +This feature can be accessed by clicking on the Prediction menu item; there are options for inputs in the ATLAS prediction page.  
-{{:documentation:software:atlas:atlas_plp_details.png|}} +{{:documentation:software:atlas:atlas_plp_details.png?800|}} 
-Additional details can be found by viewing a video tutorial: https://youtu.be/BEukCbT8UoA. Or by review of materials in the github repository: https://github.com/OHDSI/PatientLevelPrediction +Additional details can be found by viewing a video tutorial: https://youtu.be/BEukCbT8UoA. And/or review of the github repository: https://github.com/OHDSI/PatientLevelPrediction 
  
documentation/software/atlas/prediction.1508253744.txt.gz · Last modified: by jhardin

Donate Powered by PHP Valid HTML5 Valid CSS Driven by DokuWiki