Functional brain image synthesis using the KDE or MVN distribution. brainSimulator is a brain image synthesis procedure for data augmentation and standardization of evaluation of ML neuroimaging pipelines. It intends to …
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Significance Weighted Principal Component Analysis (SWPCA)
Significance Weighted Principal Component Analysis (SWPCA) is a technique (1) developed to parse out the influence of a categorical variable that introduces variability in a certain dataset. This was originally intended …
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Spherical Brain Mapping
https://www.youtube.com/watch?v=cHTB2kxBqEk Spherical Brain Mapping The Spherical Brain Mapping (SBM) is a feature extraction and visualization framework intended to map the internal structures and features of the brain onto a 2D image that …