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q-bio.NC2025
CITS: Nonparametric Statistical Causal Modeling for High-Resolution Neural Time Series
Rahul Biswas, SuryaNarayana Sripada, Somabha Mukherjee +1
Identifying causal interactions in complex dynamical systems is a fundamental challenge across the computational sciences. Existing functional connectivity methods capture correlat…
q-bio.NC2023
Application of Time-Aware PC algorithm to compute Causal Functional Connectivity in Alzheimer's Disease from fMRI data
Rahul Biswas, SuryaNarayana Sripada
Functional Connectivity between brain regions is known to be altered in Alzheimer's disease, and promises to be a biomarker for early diagnosis of the disease. While several approa…