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Is the fetus fit for labor? Introducing fast-and-frugal trees (FFTrees) to simplify triage of women for STAN monitoring: An interobserver agreement comparison with traditional classification.

Susana PereiraPetra BakkerAhmed ZaimaTullio GhiJörg KesslerSusanna TimonenChristoph VayssièreKatrin LöserKaisa HolmbergYves JacquemynEdwin ChandraharanDavid WertheimPer Olofsson
Published in: Acta obstetricia et gynecologica Scandinavica (2023)
The proportion of agreement among expert obstetricians using the FFTree physiological approach was significantly higher compared with the traditional FIGO classification system in rejecting cases not suitable for STAN monitoring. That might be of importance to avoid false negative STAN recordings. Other agreement figures were similar. It remains to be shown whether the FFTree simplicity will benefit less experienced users and how it will work in real-world clinical scenarios.
Keyphrases
  • emergency department
  • polycystic ovary syndrome
  • deep learning
  • clinical practice
  • pregnant women
  • insulin resistance