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3DHipJointSegment

The implementation of title here (<https://paper link>).

We aim to improve the segmentation of the hip joint.... brief discription......

Hypernetwork Architecture

Example architecture!

The overall hypernetwork architecture shown above is implemented in networks/ensemble.py.

Ensemble architecture

Example hover annotation 2!

Usage

The codes are implemented with the MONAI framework (https://monai.io/), PyTorch (https://pytorch.org/), and PyTorch Lightning (https://www.pytorchlightning.ai/).

Requirements

pip install -r requirements.txt

Example Dependencies

  • monai=0.7.0
  • torch=1.9.1
  • nibabel=3.2.1

Training

Please see train.py for setting up the network parameters and training configurations.

Inference

Please see predict.py for inference.

The network parameters need to be the same with a trained network.

Citation

citation goes here

Contact

Please contact Umang Pandey (SCMIA umang.pandey@scmia.edu) if you have questions on the codes or the paper.

3D-Hip-Segmentation

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