Prediction using patient comparison vs. modeling: A case study for mortality prediction
Information in Electronic Medical Records (EMRs) can be used to generate accurate predictions for the occurrence of a variety of health states, which can contribute to more pro-active interventions. The very nature of EMRs does make the application of off-the-shelf machine learning techniques diffic...
Main Authors: | , , , , |
---|---|
Other Authors: | |
Format: | Article |
Language: | en_US |
Published: |
Institute of Electrical and Electronics Engineers (IEEE)
2017
|
Online Access: | http://hdl.handle.net/1721.1/112991 https://orcid.org/0000-0001-6349-7251 https://orcid.org/0000-0001-8411-6403 |