Predicting Women with Postpartum Depression Symptoms Using Machine Learning Techniques

Predicting Women with Postpartum Depression Symptoms Using Machine Learning Techniques

Being pregnant and giving birth are big life stages that occur for women. The physical and mental effects of pregnancy and childbirth, like those of many other fleeting life experiences, have the significant potential to influence a mother’s overall health and well-being. They have also been known t...

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Bibliographic Details
Main Authors: Abinaya Gopalakrishnan, Revathi Venkataraman, Raj Gururajan, Xujuan Zhou, Guohun Zhu
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
postpartum depression (PPD)
psychometric questionnaire (EPDS, PDSS, PHQ-9)
depression analysis
class imbalance problem
classification algorithms
Online Access:https://www.mdpi.com/2227-7390/10/23/4570

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https://www.mdpi.com/2227-7390/10/23/4570

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