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USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging.

Sophie OstmeierBrian AxelrodFabian IsenseeJeroen BertelsMichael MlynashSoren ChristensenMaarten G. LansbergGregory W. AlbersRajen ShethBenjamin F. J. VerhaarenAbdelkader MahammediLi-Jia LiGreg ZaharchukJeremy J. Heit
Published in: Medical Image Anal. (2023)
Keyphrases
  • medical image segmentation
  • medical images
  • probabilistic model
  • three dimensional
  • pattern recognition
  • pairwise
  • prior knowledge
  • semi supervised
  • denoising
  • generative model
  • statistical model
  • statistical models