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Segmentation methods applied to MRI-derived radiomic analysis for the prediction of placenta accreta spectrum in patients with placenta previa.

Francesco VerdeArnaldo StanzioneRenato CuocoloValeria RomeoMartina Di StasiLorenzo UggaPier Paolo MainentiMaria D'ArmientoLaura SarnoMaurizio GuidaArturo BrunettiSimone Maurea
Published in: Abdominal radiology (New York) (2023)
Our preliminary results show that the VOI including the retroplacental myometrium using T2w images seems to be the best method when segmenting images for the development of ML radiomics predictive models to identify PAS in patients with PP.
Keyphrases
  • deep learning
  • convolutional neural network
  • contrast enhanced
  • optical coherence tomography
  • magnetic resonance imaging
  • lymph node metastasis