NeurosciencebioRxivPreprint
Advancing Fair and Explainable Machine Learning for Neuroimaging Dementia Pattern Classification in Multi-Ethnic Populations
Ngoc-Huynh Ho, Sokratis Charisis, Nicolas Honnorat…·Mohamad Habes
This study addresses dementia classification bias across ethnic groups using few-shot learning and domain alignment, reducing performance gaps between White American and Hispanic cohorts.
DOI 10.1101/2025.06.09.658375