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cs.LG2026
Fairboard: a quantitative framework for equity assessment of healthcare models
James K. Ruffle, Samia Mohinta, Chris Foulon +5
Despite there now being more than 1,000 FDA-authorised AI medical devices, formal equity assessments -- whether model performance is uniform across patient subgroups -- are rare. H…
cs.LG2023★ 1 cited
Deep Variational Lesion-Deficit Mapping
Guilherme Pombo, Robert Gray, Amy P. K. Nelson +3
Causal mapping of the functional organisation of the human brain requires evidence of \textit{necessity} available at adequate scale only from pathological lesions of natural origi…