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Machine learning models for identifying preterm infants at risk of cerebral hemorrhage

Intracerebral hemorrhage in preterm infants is a major cause of brain damage and cerebral palsy. The pathogenesis of cerebral hemorrhage is multifactorial. Among the risk factors are impaired cerebral autoregulation, infections, and coagulation disorders. Machine learning methods allow the identific...

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Detalles Bibliográficos
Autores principales: Turova, Varvara, Sidorenko, Irina, Eckardt, Laura, Rieger-Fackeldey, Esther, Felderhoff-Müser, Ursula, Alves-Pinto, Ana, Lampe, Renée
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6961932/
https://www.ncbi.nlm.nih.gov/pubmed/31940391
http://dx.doi.org/10.1371/journal.pone.0227419