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Erich Kummerfeld

Observed names: Eric Kummerfeld, Kummerfeld, Erich
ORCID: 0000-0001-5342-7743
Observed ORCID: 0000-0001-5342-7743
OpenAlex ID: A5091663573
Conservatism and the Scientific State of Nature
2015 · Erich Kummerfeld, Kevin J. S. Zollman · The British Journal for the Philosophy of Science · 87
Association Between Adherence to Evidence-Based Practices for Treatment of Patients With Traumatic Rib Fractures and Mortality Rates Among US Trauma Centers
2020 · Christopher J. Tignanelli, Alexander Rix, et al. · JAMA Network Open · 72
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Reproducibility failures are essential to scientific inquiry
2018 · A. David Redish, Erich Kummerfeld, et al. · Proceedings of the National Academy of Sciences · 66
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Causal Network Modeling of the Determinants of Drinking Behavior in Comorbid Alcohol Use and Anxiety Disorder
2018 · Justin J. Anker, Erich Kummerfeld, et al. · Alcoholism Clinical and Experimental Research · 52
An integrated multimodal model of alcohol use disorder generated by data-driven causal discovery analysis
2021 · Eric Rawls, Erich Kummerfeld, et al. · Communications Biology · 43
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Performance of a Chest Radiograph AI Diagnostic Tool for COVID-19: A Prospective Observational Study
2022 · Ju Sun, Le Peng, et al. · Radiology Artificial Intelligence · 39
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Willingness to vaccinate against SARS-CoV-2: The role of reasoning biases and conspiracist ideation
2021 · Michael V. Bronstein, Erich Kummerfeld, et al. · Vaccine · 39
Advancing biological understanding of cellular senescence with computational multiomics
2025 · Sheng Li, Paula A. Agudelo Garcia, et al. · Nature Genetics · 38
Predictors of elderly mortality after trauma: A novel outcome score
2019 · Rachel S. Morris, David Milia, et al. · The Journal of Trauma: Injury, Infection, and Critical Care · 34
Frontal tDCS reduces alcohol relapse rates by increasing connections from left dorsolateral prefrontal cortex to addiction networks
2023 · Jazmin Camchong, Donovan Roediger, et al. · Brain stimulation · 30
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Causal Clustering for 1-Factor Measurement Models
2016 · Erich Kummerfeld, Joseph Ramsey · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 29
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Causal pathways to social and occupational functioning in the first episode of schizophrenia: uncovering unmet treatment needs
2021 · Kathleen Miley, Piper Meyer-Kalos, et al. · Psychological Medicine · 28
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Causal Clustering for 2-Factor Measurement Models
2014 · Erich Kummerfeld, Joe Ramsey, et al. · Lecture notes in computer science · 24
Explainable machine learning analysis reveals sex and gender differences in the phenotypic and neurobiological markers of Cannabis Use Disorder
2022 · Gregory R. Niklason, Eric Rawls, et al. · Scientific Reports · 22
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Biased and inflexible interpretations of ambiguous social situations: Associations with eating disorder symptoms and socioemotional functioning
2022 · Michael V. Bronstein, Jonas Everaert, et al. · International Journal of Eating Disorders · 22
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The resting-state causal human connectome is characterized by hub connectivity of executive and attentional networks
2022 · Eric Rawls, Erich Kummerfeld, et al. · NeuroImage · 20
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Causal discovery analysis: A promising tool in advancing precision medicine for eating disorders
2023 · Lisa M. Anderson, Kelvin O. Lim, et al. · International Journal of Eating Disorders · 17
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Quantifying heterogeneity in mood–alcohol relationships with idiographic causal models
2022 · Brittany L. Stevenson, Erich Kummerfeld, et al. · Alcoholism Clinical and Experimental Research · 15
Simulations evaluating resampling methods for causal discovery: ensemble performance and calibration
2019 · Erich Kummerfeld, Alexander Rix · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 13
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Tracking Time-varying Graphical Structure
2018 · Kummerfeld, Erich, Danks, David · KiltHub Repository · 13
Cognitive Control Errors in Nonhuman Primates Resembling Those in Schizophrenia Reflect Opposing Effects of NMDA Receptor Blockade on Causal Interactions Between Cells and Circuits in Prefrontal and Parietal Cortices
2020 · Erich Kummerfeld, Sisi Ma, et al. · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · 12
Power analysis for causal discovery
2023 · Erich Kummerfeld, Leland Williams, et al. · International Journal of Data Science and Analytics · 10
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One data set, many analysts: Implications for practicing scientists
2023 · Erich Kummerfeld, Galin L. Jones · Frontiers in Psychology · 10
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Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees
2023 · Bryan Andrews, Joseph Ramsey, et al. · neural information processing systems · 8
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow-Shrink Trees
2023 · Andrews, Bryan, Ramsey, Joseph, et al. · PubMed · 7
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Works count: 1,164
Citation count: 856
H-index: 17
I10-index: 23
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