Prevalence and risk factors analysis of postpartum depression at early stage using hybrid deep learning model

Prevalence and risk factors analysis of postpartum depression at early stage using hybrid deep learning model

Abstract Postpartum Depression Disorder (PPDD) is a prevalent mental health condition and results in severe depression and suicide attempts in the social community. Prompt actions are crucial in tackling PPDD, which requires a quick recognition and accurate analysis of the probability factors associ...

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Bibliographic Details
Main Authors: Umesh Kumar Lilhore, Surjeet Dalal, Neeraj Varshney, Yogesh Kumar Sharma, K. B. V. Brahma Rao, V. V. R. Maheswara Rao, Roobaea Alroobaea, Sarita Simaiya, Martin Margala, Prasun Chakrabarti
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Subjects:
Postpartum Depression Disorder
Attention-Based method
Improved Bi-LSTM
CNN
LSTM
Deep learning
Online Access:https://doi.org/10.1038/s41598-024-54927-8

Internet

https://doi.org/10.1038/s41598-024-54927-8

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