Predicting the Next-Day Perceived and Physiological Stress of Pregnant Women by Using Machine Learning and Explainability: Algorithm Development and Validation

BACKGROUND: Cognitive behavioral therapy–based interventions are effective in reducing prenatal stress, which can have severe adverse health effects on mothers and newborns if unaddressed. Predicting next-day physiological or perceived stress can help to inform and enable pre-emptive interventions f...

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Detalles Bibliográficos
Autores principales: Ng, Ada, Wei, Boyang, Jain, Jayalakshmi, Ward, Erin A, Tandon, S Darius, Moskowitz, Judith T, Krogh-Jespersen, Sheila, Wakschlag, Lauren S, Alshurafa, Nabil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382551/
https://www.ncbi.nlm.nih.gov/pubmed/35917157
http://dx.doi.org/10.2196/33850

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382551/
https://www.ncbi.nlm.nih.gov/pubmed/35917157
http://dx.doi.org/10.2196/33850

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