A data-driven health index for neonatal morbidities

Whereas prematurity is a major cause of neonatal mortality, morbidity, and lifelong impairment, the degree of prematurity is usually defined by the gestational age (GA) at delivery rather than by neonatal morbidity. Here we propose a multi-task deep neural network model that simultaneously predicts...

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Detalles Bibliográficos
Autores principales: De Francesco, Davide, Blumenfeld, Yair J., Marić, Ivana, Mayo, Jonathan A., Chang, Alan L., Fallahzadeh, Ramin, Phongpreecha, Thanaphong, Butwick, Alex J., Xenochristou, Maria, Phibbs, Ciaran S., Bidoki, Neda H., Becker, Martin, Culos, Anthony, Espinosa, Camilo, Liu, Qun, Sylvester, Karl G., Gaudilliere, Brice, Angst, Martin S., Stevenson, David K., Shaw, Gary M., Aghaeepour, Nima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8990172/
https://www.ncbi.nlm.nih.gov/pubmed/35402862
http://dx.doi.org/10.1016/j.isci.2022.104143

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