Explainable machine learning methods to predict postpartum depression risk

Postpartum depression (PPD) is a type of depression that mothers have following childbirth due to hormonal changes, psychological transition to parenting, and exhaustion. This depression strikes either during/or in the first year following childbirth. It is also a frequently disregarded medical cond...

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Bibliographic Details
Published in:Systems Science & Control Engineering
Main Authors: Susmita Shivaprasad, Krishnaraj Chadaga, Niranjana Sampathila, Srikanth Prabhu, Rajagopala Chadaga P, Swathi K S
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Subjects:
Childbirth
diagnostic framework explainable artificial intelligence
machine learning
postpartum depression
suicide attempt
Online Access:https://www.tandfonline.com/doi/10.1080/21642583.2024.2427033

Internet

https://www.tandfonline.com/doi/10.1080/21642583.2024.2427033

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