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...

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Bibliographic Details
Main Author: Eglowski, Skylar
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