jaygshah/Robust-Brain-Age-Prediction
[WACV 2024] Official PyTorch implementation of: Ordinal Classification with Distance Regularization for Robust Brain Age Prediction
This tool helps clinical researchers and neurologists more accurately predict a person's brain age from MRI scans. It takes a raw MRI image as input and produces a more reliable brain age prediction by reducing systematic biases found in other methods, which can improve early detection of conditions like Alzheimer's Disease.
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Use this if you need an unbiased and robust prediction of brain age from MRI scans for clinical assessment or research into neurodegenerative diseases.
Not ideal if you are looking to process non-imaging data or are not working with brain MRI scans for age prediction.
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18
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2
Language
Python
License
MIT
Category
Last pushed
Jan 07, 2025
Commits (30d)
0
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