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Towards a device-independent deep learning approach for the automated segmentation of sonographic fetal brain structures: a multi-center and multi-device validation.

Abhi LadAdithya NarayanHari ShankarShefali JainPooja Punjani VyasDivya SinghNivedita HegdeJagruthi AtadaJens ThangSaw Shier NeeArunkumar GovindarajanRoopa PSMuralidhar V. PaiAkhila VasudevaPrathima RadhakrishnanSripad Krishna Devalla
Published in: Medical Imaging: Computer-Aided Diagnosis (2022)
Keyphrases
  • deep learning
  • automated segmentation
  • three dimensional
  • object detection
  • computer vision
  • decision making
  • graph cuts
  • medical imaging
  • segmentation accuracy
  • brain structures