Automated classification of lay health articles using natural language processing: a case study on pregnancy health and postpartum depression

ObjectiveEvidence suggests that high-quality health education and effective communication within the framework of social support hold significant potential in preventing postpartum depression. Yet, developing trustworthy and engaging health education and communication materials requires extensive ex...

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Bibliographic Details

Published in:	Frontiers in Psychiatry
Main Authors:	Braja Gopal Patra, Zhaoyi Sun, Zilin Cheng, Praneet Kasi Reddy Jagadeesh Kumar, Abdullah Altammami, Yiyang Liu, Rochelle Joly, Caroline Jedlicka, Diana Delgado, Jyotishman Pathak, Yifan Peng, Yiye Zhang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-11-01
Subjects:	online health information health communication natural language processing pregnancy postpartum depression
Online Access:	https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1258887/full