AINeutralarXiv – CS AI · 9h ago5/10
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Latent-Space Causal Discovery from Indirect Neuroimaging Observations
Researchers introduce INCAMA, a novel method for inferring causal brain networks from indirect neuroimaging data like fMRI. The approach addresses the fundamental challenge that brain imaging signals are distorted by physics of hemodynamics and volume conduction, making direct causal inference impossible without accounting for these measurement artifacts.