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Lung Segmentation UNet model on 3D CT scans

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data		data
readme_images		readme_images
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README.md		README.md
config.json		config.json
eval.py		eval.py
model.py		model.py
train.py		train.py

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Lung Segmentation

Lung Segmentation using a UNet model on 3D CT scans

Data Used :

The data used is the TCIA LIDC-IDRI dataset Standardized representation, link to download : https://wiki.cancerimagingarchive.net/display/DOI/Standardized+representation+of+the+TCIA+LIDC-IDRI+annotations+using+DICOM

And for the lung masks, LUNA16 lung segmentation is used

Current results example :

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Lung Segmentation UNet model on 3D CT scans

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