AUTOMATED ASSESSMENT OF PSYCHIATRIC PATIENTS USING MEDICAL NOTES

Description

<p>The methodology leverages medical notes already annotated according to the General Assessment of Functioning (GAF) scale to develop a disease severity PDM for schizophrenia, bipolar type I or mixed bipolar and non-psychotic patients.</p>

Links & Downloads

1. 10.25394/pgs.21528729.v1

Tags

Deep learning

Neural networks

mental health

disease severity

passive digital marker

machine learning

topic modeling

Additional Fields

Identifer	oai:union.ndltd.org:purdue.edu/oai:figshare.com:article/21528729
Date	03 February 2023
Creators	Shuo Wang (14094501)
Source Sets	Purdue University
Detected Language	English
Type	Text, Thesis
Rights	CC BY 4.0
Relation	https://figshare.com/articles/thesis/AUTOMATED_ASSESSMENT_OF_PSYCHIATRIC_PATIENTS_USING_MEDICAL_NOTES/21528729