Predicting prenatal depression and assessing model bias using machine learning models

Perinatal depression (PND) is one of the most common medical complications during pregnancy and postpartum period, affecting 10–20% of pregnant individuals. Black and Latina women have higher rates of PND, yet they are less likely to be diagnosed and receive treatment. Machine learning (ML) models b...

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Detalles Bibliográficos
Autores principales: Huang, Yongchao, Alvernaz, Suzanne, Kim, Sage J., Maki, Pauline, Dai, Yang, Bernabé, Beatriz Penñalver
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10371186/
https://www.ncbi.nlm.nih.gov/pubmed/37503225
http://dx.doi.org/10.1101/2023.07.17.23292587

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10371186/
https://www.ncbi.nlm.nih.gov/pubmed/37503225
http://dx.doi.org/10.1101/2023.07.17.23292587

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