Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal
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DOI: 10.1016/j.neuroimage.2020.117689
Abstract: Highlights • We demonstrate a flexible deep-learning-based harmonisation framework.• Applied to age prediction and segmentation tasks in a range of datasets.• Scanner information is removed, maintaining performance and improving generalisability.• The framework can be used… read more here.
Keywords: deep learning; harmonisation; learning based; unlearning dataset ... See more keywords