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q-bio.NC2024
From First-order to Higher-order Interactions: Enhanced Representation of Homotopic Functional Connectivity through Control of Intervening Variables
Behdad Khodabandehloo, Payam Jannatdoust, Babak Nadjar Araabi
The brain's complex functionality emerges from network interactions that go beyond dyadic connections, with higher-order interactions significantly contributing to this complexity.…
cs.AI2024★ 1 cited
Algorithmic Identification of Essential Exogenous Nodes for Causal Sufficiency in Brain Networks
Abdolmahdi Bagheri, Mahdi Dehshiri, Babak Nadjar Araabi +1
In the investigation of any causal mechanisms, such as the brain's causal networks, the assumption of causal sufficiency plays a critical role. Notably, neglecting this assumption…