Do Medical Foundation Models Generalize on the African Brain?
arXiv:2607.28771v1 Announce Type: new Abstract: Medical foundation models (FMs) are increasingly used for brain MRI analysis. However, their evaluation remains dominated by high-resource datasets, leaving generalization to African cohorts underexplored. We assess whether FMs generalize equally to African and non-African brain MRI data across two tasks: dementia classification using a Nigerian dataset and brain tumor segmentation using BraTS-Africa. We evaluate two generalist FMs (BrainIAC, 3DINO...
arXiv cs.CV
·Kaouther Mouheb, Gonzalo Esteban Mosquera Rojas, Juancito van Leeuwen, Stefan Klein, Esther E. Bron
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