Identification of Patients in Need of Advanced Care for Depression Using Data Extracted From a Statewide Health Information Exchange: A Machine Learning Approach

Author:

Kasthurirathne Suranga NORCID,Biondich Paul GORCID,Grannis Shaun JORCID,Purkayastha SaptarshiORCID,Vest Joshua RORCID,Jones Josette FORCID

Publisher

JMIR Publications Inc.

Subject

Health Informatics

Reference62 articles.

1. World Health Organization2012Depression: A Global Crisis. World Mental Health Day, October 10 2012 https://www.who.int/mental_health/management/depression/wfmh_paper_depression_wmhd_2012.pdf

2. American Psychiatric Association20162018-01-01What is Depression? https://www.psychiatry.org/patients-families/depression/what-is-depression

3. The increasing burden of depression

4. Depression and anxiety in chronic heart failure and chronic obstructive pulmonary disease: prevalence, relevance, clinical implications and management principles

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