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Normal amniotic fluid volume across gestation: Comparison of statistical approaches in 1190 normal amniotic fluid volumes.

Songthip T OunpraseuthEverett F MagannHorace J SpencerNader Z RabieAdam T Sandlin
Published in: The journal of obstetrics and gynaecology research (2017)
The four statistical methods produced similar results at gestational ages in which AFV was high. The quantile regression approach, however, produces results that are more reflective of the data when the data are sparse. Given the flexibility and robustness of the quantile regression method, we recommend its use in constructing reference intervals when the interest lies in the tails of the reference distribution.
Keyphrases
  • electronic health record
  • big data
  • weight gain
  • preterm infants
  • data analysis
  • gestational age
  • neural network
  • deep learning