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Spine MRI segmentation

Screenshot 2025-09-09 at 8 59 17

DL pipeline that provided baseline segmentations for Pfirrmann grade classification work reported on here.

And domain adapted segmentation and 3D-slicer extension by Kowlagi et al. here and here.

Culminated in publication of robust radiomic signatures of disc degeneration.

Active learning approach

Screenshot 2025-09-09 at 8 57 27

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Spine MRI deep learning segmentation pipeline

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