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  1. README.md +1 -1
  2. requirements.txt +4 -0
README.md CHANGED
@@ -13,7 +13,7 @@ pretty_name: 3D Brain Structure MRI PCA
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  ## 🧠 Model Summary
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  # brain2vec
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- An linear PCA model for brain structure T1 MRIs. The models takes in a 3d MRI NIfTI file and compresses to 1200 latent dimensions before reconstructing the image.
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  # Training data
 
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  ## 🧠 Model Summary
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  # brain2vec
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+ A linear PCA model for brain structure T1 MRIs. The models takes in a 3d MRI NIfTI file and compresses to 1200 latent dimensions before reconstructing the image.
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  # Training data
requirements.txt CHANGED
@@ -7,10 +7,14 @@ torch>=1.12
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  monai-weekly
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  monai-generative
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  # Common Python libraries
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  pandas
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  numpy
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  nibabel
 
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  matplotlib
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  datasets
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  scikit-learn
 
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  monai-weekly
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  monai-generative
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+ # For perceptual losses in MONAI's generative module.
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+ lpips
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+
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  # Common Python libraries
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  pandas
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  numpy
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  nibabel
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+ tqdm
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  matplotlib
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  datasets
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  scikit-learn