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pediatric_abdominal_segmentation_bundle

MONAI bundle for abdominal segmentation models fine-tuned and validated for Children.

Organs segmented:

  • liver
  • spleen
  • pancreas

Please cite this manuscript: Somasundaram E, Taylor Z, Alves VV, et al. Deep-Learning Models for Abdominal CT Organ Segmentation in Children: Development and Validation in Internal and Heterogeneous Public Datasets. AJR 2024 May 1 [published online]. Accepted manuscript. doi:10.2214/AJR.24.30931

More details about model training and validation will be added shortly.

Refer to MONAI Bundle for a quick introduction on how to use this model for training or testing.

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MONAI bundle for pediatric abdominal segmentation models

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  • Jupyter Notebook 86.2%
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