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Re-train spinal canal model and implement continual learning strategy #31

@jcohenadad

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@jcohenadad

Todo:

  • Quality check the existing ground truth segmentations (some might be bad, lowering performance of the model). Could be selected based on the Dice after running inference with latest model.
  • Throw a couple more datasets for training, incl. EPI (from Sandrine and Caroline)
  • Select test set from heterogeneous database. Ideally public, so that SpinePS could also be evaluated
  • Implement continual learning strategy to monitor model drift, as in https://pmc.ncbi.nlm.nih.gov/articles/PMC12828353/

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