6 citations · 15 across the 13 of their papers we have counts for
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stat.AP2021
Brain Functional Connectivity Estimation Utilizing Diffusion Kernels on a Structural Connectivity Graph
Nathan Tung, Jerome Sanes, Eli Upfal +1
Functional connectivity (FC) refers to the investigation of interactions between brain regions to understand integration of neural activity in several regions. FC is often estimate…
stat.ML2021
Considerations Across Three Cultures: Parametric Regressions, Interpretable Algorithms, and Complex Algorithms
Ani Eloyan, Sherri Rose
We consider an extension of Leo Breiman's thesis from "Statistical Modeling: The Two Cultures" to include a bifurcation of algorithmic modeling, focusing on parametric regressions,…
stat.AP2021★ 2 cited
Population-level Task-evoked Functional Connectivity via Fourier Analysis
Kun Meng, Ani Eloyan
Functional magnetic resonance imaging (fMRI) is a non-invasive and in-vivo imaging technique essential for measuring brain activity. Functional connectivity is used to study associ…