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rasoulameri / ETT_Carina_Segmentation

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Implements a UNet-based medical image segmentation framework for precise detection of the carina and endotracheal tube tip, supporting automated clinical evaluation of airway placement.

visualization python image localization pytorch carina transfer-learning image-segmentation unet image-augmentation augmentation image-preprocessing ett chest-radiographs unet-image-segmentation image-transformation chest-radiography unetplusplus ett-localization carina-localization
  • Updated Oct 8, 2025
  • Python

maxlleven / ETT_Carina_Segmentation

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🫁 Automate ETT and Carina segmentation on chest radiographs for faster, accurate assessments, improving patient care and treatment efficiency.

visualization python image localization pytorch carina transfer-learning image-segmentation image-augmentation image-preprocessing ett chest-radiographs unet-image-segmentation image-transformation chest-radiography unetplusplus ett-localization carina-localization
  • Updated Oct 30, 2025
  • Python

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