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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Bibliographic Details
Main Authors: Varvara Turova, Irina Sidorenko, Laura Eckardt, Esther Rieger-Fackeldey, Ursula Felderhoff-Müser, Ana Alves-Pinto, Renée Lampe
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0227419