Identification of Postpartum Depression in Electronic Health Records: Validation in a Large Integrated Health Care System.

Jeff M Slezak David A Sacks Vicki Y Chiu Chantal C Avila Nehaa Khadka Jiu-Chiuan Chen Jun Wu Darios Getahun

Published in: JMIR medical informatics (2023)

PPD is not reliably captured in the clinical diagnosis coding of EHRs. The accuracy of PPD identification can be improved by supplementing clinical diagnosis with pharmacy use records. The completeness of PPD data remained unchanged after the implementation of the ICD-10 diagnosis coding.

Keyphrases

electronic health record
primary care
healthcare
depressive symptoms
physical activity
big data
quality improvement
artificial intelligence
data analysis