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Brain extraction in presence of abnormalities, using single and multiple MRI modalities

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According to dependabot: ![image](https://user-images.githubusercontent.com/11719673/164896000-aef14961-f95a-44cf-8b53-8ddc217f92de.png) Link to patch: https://github.com/pytorchlightning/pytorch-lightning/commit/8b7a12c52e52a06408e9231647839ddb4665e8ae PyTorch lightning 1.6.1 is already out [[ref](https://github.com/PyTorchLightning/pytorch-lightning/tree/1.6.1)] which should contain this fix, but making any change in dependencies would require testing.

Bumps [pytorch-lightning](https://github.com/Lightning-AI/lightning) from 0.8.1 to 1.6.0. Release notes Sourced from pytorch-lightning's releases. PyTorch Lightning 1.6: Support Intel's Habana Accelerator, New efficient DDP strategy (Bagua), Manual Fault-tolerance, Stability and Reliability. The...

dependencies

What changes would be required if the project were to run on Windows 10?

documentation

All of my images are unit volume. RAS orientation. BTW: I've tried RAS per documentation and also RAI and see no difference. I'm getting reasonably good masks running `python ../BrainMaGe/brain_mage_single_run...

removed version numbers and a few packages for windows install

This addresses issue #18 by updating PyTorch lightning code, adding black, and creating a faster API for inference using the Modality agnostic model.

Some minor updates in code for easier readability.