User profiles for Eric Rawls

Eric Rawls

University of Minnesota Health
Verified email at umn.edu
Cited by 222

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

E Rawls, E Kummerfeld, A Zilverstand - Communications biology, 2021 - nature.com
Alcohol use disorder (AUD) has high prevalence and adverse societal impacts, but our
understanding of the factors driving AUD is hampered by a lack of studies that describe the …

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

E Rawls, E Kummerfeld, BA Mueller, S Ma… - Neuroimage, 2022 - Elsevier
We demonstrate a data-driven approach for calculating a “causal connectome” of directed
connectivity from resting-state fMRI data using a greedy adjacency search and pairwise non-…

[HTML][HTML] 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… - Scientific reports, 2022 - nature.com
Cannabis Use Disorder (CUD) has been linked to a complex set of neuro-behavioral risk
factors. While many studies have revealed sex and gender differences, the relative importance …

Delta phase reset predicts conflict-related changes in P3 amplitude and behavior

E Rawls, V Miskovic, C Lamm - Brain research, 2020 - Elsevier
When multiple competing responses are activated, we respond more slowly than if only one
response is activated (response conflict). Conflict-induced slowing is reduced for …

[HTML][HTML] Subtypes in addiction and their neurobehavioral profiles across three functional domains

G Drossel, LR Brucar, E Rawls, TJ Hendrickson… - Translational …, 2023 - nature.com
Rates of return to use in addiction treatment remain high. We argue that the development of
improved treatment options will require advanced understanding of individual heterogeneity …

[HTML][HTML] Frontal midline theta differentiates separate cognitive control strategies while still generalizing the need for cognitive control

J Eisma, E Rawls, S Long, R Mach, C Lamm - Scientific reports, 2021 - nature.com
Cognitive control processes encompass many distinct components, including response
inhibition (stopping a prepotent response), proactive control (using prior information to enact …

[HTML][HTML] Gender differences in the psychosocial determinants underlying the onset and maintenance of alcohol use disorder

AM Maxwell, K Harrison, E Rawls… - Frontiers in …, 2022 - frontiersin.org
A large number of different mechanisms have been linked to Alcohol Use Disorder (AUD),
including psychosocial, neurocognitive, affective, and neurobiological factors. Gender has …

[HTML][HTML] Feedback-related negativity and frontal midline theta reflect dissociable processing of reinforcement

E Rawls, V Miskovic, SN Moody, Y Lee… - Frontiers in Human …, 2020 - frontiersin.org
Prediction errors (PEs) encode representations of rewarding and aversive experiences and
are critical to reinforcement processing. The feedback-related negativity (FRN), a component …

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

VJ Pokorny, SR Sponheim, E Rawls - Psychophysiology, 2023 - Wiley Online Library
Independent components analysis (ICA) is an effective and ubiquitous tool for cleaning EEG.
To reduce computation time, many analysis pipelines decrease EEG dimensionality prior to …

[HTML][HTML] Attentional conflict moderates the association between anxiety and emotional eating behavior: an ERP Study

G Denke, E Rawls, C Lamm - Frontiers in human neuroscience, 2018 - frontiersin.org
Emotional eating is an attempt to avoid, control, or cope with negative emotions through
eating a large amount of calorie dense sweet and/or high fat foods. Several factors, including …