Social Media Mining for Postpartum Depression Prediction.
machine learning
mental health
postpartum depression
social media
women’s health
Journal
Studies in health technology and informatics
ISSN: 1879-8365
Titre abrégé: Stud Health Technol Inform
Pays: Netherlands
ID NLM: 9214582
Informations de publication
Date de publication:
16 Jun 2020
16 Jun 2020
Historique:
entrez:
24
6
2020
pubmed:
24
6
2020
medline:
20
8
2020
Statut:
ppublish
Résumé
This study investigated the feasibility of a postpartum depression predictor based on social media writings. The current broad use of social media networks generates a large amount of digital data, which, when coupled with artificial intelligence methods, have the potential to disclose significant health related insights. In this paper we explore the use of machine learning for prediction of postpartum depression on a corpus created from Reddit posts.
Identifiants
pubmed: 32570674
pii: SHTI200457
doi: 10.3233/SHTI200457
doi:
Types de publication
Journal Article
Langues
eng