Topic outline

• IntegratedML: Predicting Readmissions

  IntegratedML: Predicting Readmissions

  Content Type
  Video

  Duration
  5m

  Level
  Introductory

  See how IntegratedML can make predictions on table data directly within the SQL environment of InterSystems IRIS® data platform. This video shows IntegratedML creating and training a machine learning model to predict readmissions from a set of patient data.

  
  

  • Mark me "complete" for this video.

• Code Used in This Video

  Code Used in This Video

  Reference	Timestamp	Code
  Create Readmission model	2:17	CREATE MODEL Readmission PREDICTING(WillReAdmit) FROM Encounters1
  Train Readmission model	2:27	TRAIN MODEL Readmission
  Predict readmission values	2:51	SELECT TOP 100 PREDICT(Readmission) as PredictedReadmission, WillAdmit as ActualReadmission FROM Encounters2e
  Predict readmission values with probability column	3:40	SELECT TOP 100 PROBABILITY(Readmission) as ReadmissionProbability, PREDICT(Readmission) as PredictedReadmission, WillAdmit as ActualReadmission FROM Encounters2
• What's Next?

  What's Next?
  • See a full-scale InterSystems IRIS® for Health application using a multi-system environment for predicting readmissions (video, 9m).
  • Visit the GitHub repository to download the full readmissions demo used in the above video.