CREATE: Clinical Record Analysis Technology Ensemble
In this thesis, we describe an approach that won a psychiatric symptom severity prediction challenge. The challenge was to correctly predict the severity of psychiatric symptoms on a 4-point scale. Our winning submission uses a novel stacked machine learning architecture in which (i) a base data ing...
Main Author: | |
---|---|
Format: | Others |
Published: |
DigitalCommons@CalPoly
2017
|
Subjects: | |
Online Access: | https://digitalcommons.calpoly.edu/theses/1771 https://digitalcommons.calpoly.edu/cgi/viewcontent.cgi?article=2994&context=theses |