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

Erich Kummerfeld

University of Minnesota

ORCID: 0000-0001-5342-7743

Also affiliated with University of Minnesota System, Twin Cities Orthopedics, University of Minnesota Medical Center, Minnesota Department of Health

PsychologyComputer ScienceNeuroscienceMathematicsMedicine

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 24 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

Predicting multi-modal symptom trajectories across 7 years in veterans with chronic posttraumatic stress

medRxiv(2020)10.1101/2020.10.08.20185272
N/A
0DataRank · unranked
0 citations

Thomas Kirsh, Erich Kummerfeld, Adam R. Ferguson, Thomas C. Neylan, Beth E. Cohen +3 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

Causal pathways to social and occupational functioning in the first episode of schizophrenia: uncovering unmet treatment needs

Psychological Medicine(2021)10.1017/s0033291721003780
N/A
0DataRank · unranked
29 citations

Piper Meyer-Kalos, Sisi Ma, David J. Bond, Erich Kummerfeld, Sophia Vinogradov +1 more

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

Biased and inflexible interpretations of ambiguous social situations: Associations with eating disorder symptoms and socioemotional functioning

International Journal of Eating Disorders(2022)10.1002/eat.23688
N/A
0DataRank · unranked
22 citations

Jonas Everaert, Erich Kummerfeld, Ann F. Haynos, Sophia Vinogradov, Michael V. Bronstein

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

Frontal tDCS reduces alcohol relapse rates by increasing connections from left dorsolateral prefrontal cortex to addiction networks

Brain stimulation(2023)10.1016/j.brs.2023.06.011
N/A
0DataRank · unranked
27 citations

Donovan J. Roediger, Mark Fiecas, Casey S. Gilmore, Matt G. Kushner, Erich Kummerfeld +3 more

Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow-Shrink Trees

PubMed(2023)10.48550/arxiv.2310.17679
N/A
0DataRank · unranked
7 citations

Joseph Ramsey, Rubén Sánchez-Romero, Jazmin Camchong, Erich Kummerfeld, Bryan Andrews

Causal discovery replicates symptomatic and functional interrelations of posttraumatic stress across five patient populations

Frontiers in Psychiatry(2023)10.3389/fpsyt.2023.1018111
N/A
0DataRank · unranked
4 citations

Thomas Kirsh, Adam R. Ferguson, Thomas C. Neylan, Sisi Ma, Erich Kummerfeld +3 more

Causal discovery replicates symptomatic and functional interrelations of posttraumatic stress across five patient populations

Frontiers in Psychiatry(2023)10.3389/fpsyt.2022.1018111
N/A
0DataRank · unranked
2 citations

Thomas Kirsh, Adam R. Ferguson, Thomas C. Neylan, Sisi Ma, Erich Kummerfeld +3 more

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

Better Simulations for Validating Causal Discovery with the DAG-Adaptation of the Onion Method

arXiv (Cornell University)(2024)10.48550/arxiv.2405.13100
N/A
0DataRank · unranked
0 citations

Erich Kummerfeld, Bryan Andrews

Artifacts in spatial transcriptomics data: their detection, importance, prevalence, and prevention

Briefings in Bioinformatics(2025)10.1093/bib/bbaf306
N/A
0DataRank · unranked
6 citations

Leland Williams, Yinzhao Wang, Samuel T. Peters, Elizabeth Schmidt, Mickayla J. DuFresne-To +12 more

Environmental, Health, and Psychological Factors Predict Alcohol Sipping in Childhood: A Machine Learning Analysis of the ABCD Study

JAACAP Open(2025)10.1016/j.jaacop.2025.04.007
N/A
0DataRank · unranked
3 citations

Andrea M. Maxwell, Leyla R. Brucar, Caroline Ostrand, Erich Kummerfeld, Mónica Luciana +2 more

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

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

Ecological Momentary Assessment of Voice & Psychological Factors: Group & Individual Mechanisms

The Laryngoscope(2025)10.1002/lary.70049
N/A
0DataRank · unranked
2 citations

Viann N. Nguyen‐Feng, Xiaofan Lei, Erin Feddema, Anika Tella, Ali Stockness +4 more

Sex-specific skeletal muscle gene expression responses to exercise reveal novel direct mediators of insulin sensitivity change

NAR Molecular Medicine(2025)10.1093/narmme/ugaf010
N/A
0DataRank · unranked
1 citations

Monica J. Hubal, Matthew Morris, Leanna M. Ross, Kim M. Huffman, Christopher G. Vann +15 more

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

Causal discovery identifies posttraumatic stress as a driver of internalizing symptoms across independent veteran and civilian populations

medRxiv(2020)10.1101/2020.10.19.20186981
N/A
0DataRank · unranked
1 citations

Thomas Kirsh, Adam R. Ferguson, Thomas C. Neylan, Sisi Ma, Erich Kummerfeld +3 more