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Newborn skin reflection: Proof of concept for a new approach for predicting gestational age at birth. A cross-sectional study.

Zilma Silveira Nogueira ReisGabriela Luiza Nogueira VitralIngrid Michelle Fonseca de SouzaMaria Albertina Santiago RegoRodney Nascimento Guimaraes
Published in: PloS one (2017)
A novel automated skin reflectometer device, in combination with clinical variables, was able to predict the gestational age and could be useful when the information is in doubt or is unknown. Multivariable predictive models associated the skin reflectance with easy to obtain clinical parameters, at the birth scenario. External validation needs to be proven in an actual population with the real incidence of premature infants.
Keyphrases
  • gestational age
  • birth weight
  • preterm birth
  • soft tissue
  • wound healing
  • risk factors
  • machine learning
  • deep learning
  • physical activity
  • healthcare
  • high throughput
  • weight loss