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Brain-ID

[ECCV 2024] Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging

PythonEmerging

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2

Last push

10mo ago

Recent commits

Latest commits.

Update yaml configs
d92aae0Thomas Sanchez10mo ago
Many changes relating to QC
dcd1ad5Thomas Sanchez10mo ago
Added an option to run the code using MONAI's dynunet (allows for deep supervision) with fewer parameters than the original brainid UNet
f811e3eThomas Sanchez11mo ago
Update config file logging in train_feature
bfce015Thomas Sanchez11mo ago
Added input_no_artifact as a new loss with channel-wise artifact removal.
897843cThomas Sanchez11mo ago

Reformat the segmentation loading dataset to incorporate cropping + use patch-wise sampling if desired

1b23fe9Thomas Sanchez11mo ago

Added yaml file to qc testing

cdcb912Thomas Sanchez11mo ago

Added evaluation scripts

9a34323Thomas Sanchez11mo ago

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