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Automated detection of microscopic placental features indicative of maternal vascular malperfusion using machine learning.

Purvasha PatnaikAfsoon KhodaeeGoutham VasamAnika MukherjeeSina SalsabiliEranga UkwattaDavid GrynspanAdrian D C ChanShannon Bainbridge
Published in: Placenta (2023)
The results are promising for the integration of ML methods into the placental histopathological examination process. Using this study as a proof-of-concept will lead our group and others to carry ML models further in placental histopathology.
Keyphrases
  • machine learning
  • deep learning
  • birth weight
  • physical activity
  • body mass index
  • aortic dissection