SFHarmony: source free domain adaptation for distributed neuroimaging analysis

To represent the biological variability of clinical neuroimaging populations, it is vital to be able to combine data across scanners and studies. However, different MRI scanners produce images with different characteristics, resulting in a domain shift known as the ‘harmonisation problem’. Additiona...

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Bibliographic Details
Main Authors: Dinsdale, NK, Jenkinson, M, Namburete, AIL
Format: Conference item
Language:English
Published: IEEE 2024