Rubén Sánchez-Romero

Advancing functional connectivity research from association to causation

Andrew Reid, Drew B. Headley, Ravi D. Mill et al. · Nature Neuroscience · 2019 · 332 citations · Full text

Network Science, Interaction Network, Psychology +8

A million variables and more: the Fast Greedy Equivalence Search algorithm for learning high-dimensional graphical causal models, with an application to functional magnetic resonance images

Joseph Ramsey, Madelyn Glymour, Rubén Sánchez-Romero et al. · International Journal of Data Science and Analytics · 2016 · 306 citations · Full text

Engineering, Machine Learning, Data Science +12

The Functional Relevance of Task-State Functional Connectivity

Michael W. Cole, Takuya Ito, Carrisa V. Cocuzza et al. · Journal of Neuroscience · 2021 · 147 citations · Full text

Estimating feedforward and feedback effective connections from fMRI time series: Assessments of statistical methods

Rubén Sánchez-Romero, Joseph Ramsey, Kun Zhang et al. · Network Neuroscience · 2018 · 83 citations · Full text

Brain Mapping, Brain Organization, Causal Inference +25

Causal Discovery from Heterogeneous/Nonstationary Data

Biwei Huang, Kun Zhang, Jiji Zhang et al. · arXiv (Cornell University) · 2019 · 76 citations · Full text

Engineering, Causal Orientations, Causal Relation Extraction +16