Topic: Connectomics

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1. Recovering Whole-Brain Causal Connectivity under Indirect Observation with Applications to Human EEG and fMRI

   Paper • Feb 11, 2026 • arXiv • Sangyoon Bae, Miruna Oprescu, David Keetae Park, Shinjae Yoo, Jiook Cha

   Recovering the true causal connectivity of the human brain from indirect observations like EEG and fMRI is a fundamental but ill-posed problem due to the presence of unobserved confounders and the ...

2. Conditioned Graph Reconstruction of Brain Functional Network Connectivity Reveals Interpretable Latent Axes of Sex and Fluid Intelligence

   Paper • Feb 20, 2026 • bioRxiv • Ishaan Batta, Meenu Ajith, Vince Calhoun

   Uncovering the network mechanisms of cognitive assessments requires generative frameworks that model brain connectivity in conjunction with demographic variables. We present a conditional graph var...