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PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks

BACKGROUND: Early identification of pregnant women at risk for preterm birth (PTB), a major cause of infant mortality and morbidity, has a significant potential to improve prenatal care. However, we lack effective predictive models which can accurately forecast PTB and complement these predictions w...

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Detalles Bibliográficos
Autores principales: AlSaad, Rawan, Malluhi, Qutaibah, Boughorbel, Sabri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8842907/
https://www.ncbi.nlm.nih.gov/pubmed/35164820
http://dx.doi.org/10.1186/s13040-022-00289-8