🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Eric Rawls

University of Minnesota

ORCID: 0000-0002-4852-9961

Also affiliated with University of North Carolina Wilmington

NeurosciencePsychology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile
0.938Author DataRank

Indexed papers

2in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The resting-state causal human connectome is characterized by hub connectivity of executive and attentional networks

NeuroImage(2022)10.1016/j.neuroimage.2022.119211
Top 29%
0.680DataRank
Top 29%23 citations

Erich Kummerfeld, Bryon A. Mueller, Sisi Ma, Anna Zilverstand, Eric Rawls

Papers

Driven by 21 papers — median percentile 56. Top paper: “The resting-state causal human connectome is characterized by hub connectivity of executive and attentional networks”.

The resting-state causal human connectome is characterized by hub connectivity of executive and attentional networks

NeuroImage(2022)10.1016/j.neuroimage.2022.119211
Top 29%
0.680DataRank
Top 29%23 citations

Erich Kummerfeld, Bryon A. Mueller, Sisi Ma, Anna Zilverstand, Eric Rawls

An Integrated Multimodal Model of Alcohol Use Disorder Generated by Data-Driven Causal Discovery Analysis

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.09.21.306761
Top 59%
0.258DataRank
Top 59%4 citations

Erich Kummerfeld, Anna Zilverstand, Eric Rawls

Explainable Machine Learning Analysis Reveals Gender Differences in the Phenotypic and Neurobiological Markers of Cannabis Use Disorder

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.08.30.458245
N/A
0DataRank · unranked
2 citations

Eric Rawls, Sisi Ma, Erich Kummerfeld, Andrea M. Maxwell, Leyla R. Brucar +3 more

The Resting-State Causal Human Connectome is Characterized by Hub Connectivity of Executive and Attentional Networks

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.10.20.465211
N/A
0DataRank · unranked
1 citations

Erich Kummerfeld, Bryon A. Mueller, Sisi Ma, Anna Zilverstand, Eric Rawls

Gender Differences in the Psychosocial Determinants Underlying the Onset and Maintenance of Alcohol Use Disorder

Frontiers in Neuroscience(2022)10.3389/fnins.2022.808776
N/A
0DataRank · unranked
43 citations

Katherine Harrison, Eric Rawls, Anna Zilverstand, Andrea M. Maxwell

Explainable machine learning analysis reveals sex and gender differences in the phenotypic and neurobiological markers of Cannabis Use Disorder

Scientific Reports(2022)10.1038/s41598-022-19804-2
N/A
0DataRank · unranked
21 citations

Eric Rawls, Sisi Ma, Erich Kummerfeld, Andrea M. Maxwell, Leyla R. Brucar +3 more

Impact of reduced‐dimensionality independent components analysis on event‐related potential measurements

Psychophysiology(2022)10.1111/psyp.14223
N/A
0DataRank · unranked
7 citations

Scott R. Sponheim, Eric Rawls, Victor Pokorny

Subtypes in addiction and their neurobehavioral profiles across three functional domains

Translational Psychiatry(2023)10.1038/s41398-023-02426-1
N/A
0DataRank · unranked
31 citations

Leyla R. Brucar, Eric Rawls, Timothy Hendrickson, Anna Zilverstand, Gunner Drossel

NeuroFreq: a MATLAB Toolbox for Time-Frequency Analysis of M/EEG Data

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.11.01.565154
N/A
0DataRank · unranked
3 citations

Eric Rawls

Causal Discovery for fMRI data: Challenges, Solutions, and a Case Study

PubMed(2023)10.48550/arxiv.2312.12678
N/A
0DataRank · unranked
3 citations

Bryan Andrews, Kelvin O. Lim, Erich Kummerfeld, Eric Rawls

Posttraumatic reexperiencing and alcohol use: mediofrontal theta as a neural mechanism for negative reinforcement

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.07.12.547253
N/A
0DataRank · unranked
0 citations

Craig A. Marquardt, Spencer T. Fix, Edward M. Bernat, Scott R. Sponheim, Eric Rawls

Clarifying Cognitive Control Deficits in Psychosis via Drift Diffusion Modeling

medRxiv(2023)10.1101/2023.08.14.23293891
N/A
0DataRank · unranked
0 citations

Olivia L. Calvin, Eric Rawls, A. David Redish, Scott R. Sponheim, Chen Shen

Clarifying Cognitive Control Deficits in Psychosis via Drift Diffusion Modeling and Attractor Dynamics

Schizophrenia Bulletin(2024)10.1093/schbul/sbae014
N/A
0DataRank · unranked
13 citations

Olivia L. Calvin, Eric Rawls, A. David Redish, Scott R. Sponheim, Chen Shen

Posttraumatic reexperiencing and alcohol use: Mediofrontal theta as a neural mechanism for negative reinforcement.

Journal of Psychopathology and Clinical Science(2025)10.1037/abn0000925
N/A
0DataRank · unranked
4 citations

Craig A. Marquardt, Spencer T. Fix, Edward M. Bernat, Scott R. Sponheim, Eric Rawls

Integrating causal discovery and clinically-relevant insights to explore directional relationships between autistic features, sex at birth, and cognitive abilities

Psychological Medicine(2025)10.1017/s0033291725000571
N/A
0DataRank · unranked
4 citations

Sunday M. Francis, Eric Rawls, Christine A. Conelea, Nicola M. Grissom, Erich Kummerfeld +3 more

Sex/gender differences in orbitofrontal cortex reactivity underlying the associations between stress, social relationships, and problematic alcohol use

Psychological Medicine(2025)10.1017/s0033291725102250
N/A
0DataRank · unranked
1 citations

Eric Rawls, Anna Zilverstand, Andrea M. Maxwell

Examining Causal Pathways to Suicidal Ideation and Nonsuicidal Self‐Injury in the Adolescent Brain Cognitive Development Study

Suicide and Life-Threatening Behavior(2025)10.1111/sltb.70068
N/A
0DataRank · unranked
1 citations

Erich Kummerfeld, Eric Rawls, Kathryn R. Cullen, Bonnie Klimes‐Dougan, Marvin Yan

Causal Discovery Analysis Reveals Insights into Psychosis Proneness, Brain Function, and Environmental Factors among Young Individuals

Psychiatry Research Neuroimaging(2025)10.1016/j.pscychresns.2025.112015
N/A
0DataRank · unranked
1 citations

Sisi Ma, Erich Kummerfeld, Eric Rawls, Hao Yang Tan, Timothea Toulopoulou +1 more

Leveraging Causal Discovery Analysis to Trace Causal Brain-Behavior Pathways in Substance Use Disorders

Drug and Alcohol Dependence(2025)10.1016/j.drugalcdep.2024.111603
N/A
0DataRank · unranked
0 citations

Marvin Yan, Andrea M. Maxwell, Jazmin Camchong, Michael Kotlyar, Noman Bin Abid +5 more

Neural Response to Reward and Loss Following Basic Combat Training

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2025)10.1016/j.bpsc.2025.05.007
N/A
0DataRank · unranked
0 citations

Eric Rawls, Collin D Teich, Scott R. Sponheim, Melissa A. Polusny, Craig A. Marquardt +1 more

An integrated multimodal model of alcohol use disorder generated by data-driven causal discovery analysis

Communications Biology(2021)10.1038/s42003-021-01955-z
N/A
0DataRank · unranked
46 citations

Erich Kummerfeld, Anna Zilverstand, Eric Rawls