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BML-MRI-segmentation

This repo contains an installable package for doing automated MRI BML segmentation. The package is built on top of the bonelab and bonelab-pytorch-lightning packages.


Publication

Callie E. Stirling, Nathan J. Neeteson, Richard E.A. Walker, Steven K. Boyd, Deep learning-based automated detection and segmentation of bone and traumatic bone marrow lesions from MRI following an acute ACL tear, Computers in Biology and Medicine, Volume 178, 2024, 108791, ISSN 0010-4825, https://doi.org/10.1016/j.compbiomed.2024.108791.


Installation

  1. Go to https://github.com/Bonelab/bonelab-pytorch-lightning and follow the instructions to install the bonelab and bonelab-pytorch-lightning packages
  2. Clone this repository and install it.

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