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Erich Kummerfeld
Erich Kummerfeld
Research Assistant Professor, Institute for Health Informatics, University of Minnesota
Verified email at umn.edu - Homepage
Title
Cited by
Cited by
Year
Conservatism and the scientific state of nature
E Kummerfeld, KJS Zollman
The British Journal for the Philosophy of Science, 2016
772016
Causal clustering for 1-factor measurement models
E Kummerfeld, J Ramsey
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
772016
Reproducibility failures are essential to scientific inquiry
AD Redish, E Kummerfeld, RL Morris, AC Love
Proceedings of the National Academy of Sciences 115 (20), 5042-5046, 2018
662018
Association between adherence to evidence-based practices for treatment of patients with traumatic rib fractures and mortality rates among US trauma centers
CJ Tignanelli, A Rix, LM Napolitano, MR Hemmila, S Ma, E Kummerfeld
JAMA network open 3 (3), e201316-e201316, 2020
582020
Causal network modeling of the determinants of drinking behavior in comorbid alcohol use and anxiety disorder
JJ Anker, E Kummerfeld, A Rix, SJ Burwell, MG Kushner
Alcoholism: clinical and experimental research 43 (1), 91-97, 2019
512019
Willingness to vaccinate against SARS-CoV-2: The role of reasoning biases and conspiracist ideation
MV Bronstein, E Kummerfeld, A MacDonald III, S Vinogradov
Vaccine 40 (2), 213-222, 2022
272022
Predictors of elderly mortality after trauma: A novel outcome score
RS Morris, D Milia, J Glover, LM Napolitano, B Chen, E Lindemann, ...
Journal of trauma and acute care surgery 88 (3), 416-424, 2020
252020
Performance of a chest radiograph ai diagnostic tool for covid-19: A prospective observational study
J Sun, L Peng, T Li, D Adila, Z Zaiman, GB Melton-Meaux, NE Ingraham, ...
Radiology: Artificial Intelligence 4 (4), e210217, 2022
242022
An integrated multimodal model of alcohol use disorder generated by data-driven causal discovery analysis
E Rawls, E Kummerfeld, A Zilverstand
Communications biology 4 (1), 435, 2021
222021
Tracking time-varying graphical structure
E Kummerfeld, D Danks
Advances in neural information processing systems 26, 2013
212013
Causal pathways to social and occupational functioning in the first episode of schizophrenia: uncovering unmet treatment needs
K Miley, P Meyer-Kalos, S Ma, DJ Bond, E Kummerfeld, S Vinogradov
Psychological medicine 53 (5), 2041-2049, 2023
122023
Cognitive control errors in nonhuman primates resembling those in schizophrenia reflect opposing effects of NMDA receptor blockade on causal interactions between cells and …
E Kummerfeld, S Ma, RK Blackman, AL DeNicola, AD Redish, ...
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 5 (7), 705-714, 2020
122020
Explainable machine learning analysis reveals sex and gender differences in the phenotypic and neurobiological markers of Cannabis Use Disorder
GR Niklason, E Rawls, S Ma, E Kummerfeld, AM Maxwell, LR Brucar, ...
Scientific reports 12 (1), 15624, 2022
102022
The resting-state causal human connectome is characterized by hub connectivity of executive and attentional networks
E Rawls, E Kummerfeld, BA Mueller, S Ma, A Zilverstand
Neuroimage 255, 119211, 2022
102022
A prospective observational study to investigate performance of a chest X-ray artificial intelligence diagnostic support tool across 12 US hospitals
J Sun, L Peng, T Li, D Adila, Z Zaiman, GB Melton, N Ingraham, E Murray, ...
ArXiv, 2021
102021
Simulations evaluating resampling methods for causal discovery: ensemble performance and calibration
E Kummerfeld, A Rix
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
102019
Biased and inflexible interpretations of ambiguous social situations: Associations with eating disorder symptoms and socioemotional functioning
MV Bronstein, J Everaert, E Kummerfeld, AF Haynos, S Vinogradov
International Journal of Eating Disorders 55 (4), 518-529, 2022
82022
Investigating the effect of binning on causal discovery
AC Deckert, E Kummerfeld
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
72019
Frontal tDCS reduces alcohol relapse rates by increasing connections from left dorsolateral prefrontal cortex to addiction networks
J Camchong, D Roediger, M Fiecas, CS Gilmore, M Kushner, ...
Brain stimulation 16 (4), 1032-1040, 2023
62023
Heterogeneity in COVID-19 patients at multiple levels of granularity: from biclusters to clinical interventions
SK Bhavnani, E Kummerfeld, W Zhang, YF Kuo, N Garg, S Visweswaran, ...
AMIA Summits on Translational Science Proceedings 2021, 112, 2021
52021
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