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Kummerfeld, Erich
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1

Foundations of Causal ML:

, In: Health Informatics; Artificial Intelligence and Machine Learning in Health Care and Medical Sciences,
Kummerfeld, Erich ; Andrews, Bryan ; Ma, Sisi - p. 197-228 , 2024
Link: https://doi.org/10.1007/..
 
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2

Identifying psychological predictors of SARS-CoV-2 vaccinat..:

Bronstein, Michael V. ; Kummerfeld, Erich ; MacDonald III, Angus.
Vaccine.  42 (2024)  21 - p. 126198 , 2024
Link: https://doi.org/10.1016/..
 
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3

One data set, many analysts: Implications for practicing sc..:

Kummerfeld, Erich ; Jones, Galin L.
Frontiers in Psychology.  14 (2023)  - p. , 2023
Link: https://doi.org/10.3389/..
 
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4

Causal discovery replicates symptomatic and functional inte..:

Pierce, Benjamin ; Kirsh, Thomas ; Ferguson, Adam R....
Frontiers in Psychiatry.  13 (2023)  - p. , 2023
Link: https://doi.org/10.3389/..
 
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5

Frontal tDCS reduces alcohol relapse rates by increasing co..:

Camchong, Jazmin ; Roediger, Donovan ; Fiecas, Mark...
Brain Stimulation.  16 (2023)  4 - p. 1032-1040 , 2023
Link: https://doi.org/10.1016/..
 
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6

266. Frontal TDCS Reduces Alcohol Relapse Rates by Increasi..:

Camchong, Y. Jazmin ; Fiecas, Mark ; Gilmore, Casey...
Biological Psychiatry.  93 (2023)  9 - p. S201 , 2023
Link: https://doi.org/10.1016/..
 
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7

Causal discovery analysis: A promising tool in advancing pr..:

Anderson, Lisa M. ; Lim, Kelvin O. ; Kummerfeld, Erich...
International Journal of Eating Disorders.  56 (2023)  11 - p. 2012-2021 , 2023
Link: https://doi.org/10.1002/..
 
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8

Causal discovery replicates symptomatic and functional inte..:

Pierce, Benjamin ; Kirsh, Thomas ; Ferguson, Adam R....
Frontiers in Psychiatry.  13 (2023)  - p. , 2023
Link: https://doi.org/10.3389/..
 
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9

Power analysis for causal discovery:

Kummerfeld, Erich ; Williams, Leland ; Ma, Sisi
International Journal of Data Science and Analytics.  17 (2023)  3 - p. 289-304 , 2023
Link: https://doi.org/10.1007/..
 
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10

The resting-state causal human connectome is characterized ..:

Rawls, Eric ; Kummerfeld, Erich ; Mueller, Bryon A...
NeuroImage.  255 (2022)  - p. 119211 , 2022
Link: https://doi.org/10.1016/..
 
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11

Biased and inflexible interpretations of ambiguous social s..:

Bronstein, Michael V. ; Everaert, Jonas ; Kummerfeld, Erich..
International Journal of Eating Disorders.  55 (2022)  4 - p. 518-529 , 2022
Link: https://doi.org/10.1002/..
 
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12

Quantifying heterogeneity in mood–alcohol relationships wit..:

Stevenson, Brittany L. ; Kummerfeld, Erich ; Merrill, Jennifer E....
Alcoholism: Clinical and Experimental Research.  46 (2022)  10 - p. 1913-1924 , 2022
Link: https://doi.org/10.1111/..
 
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13

Explainable machine learning analysis reveals sex and gende..:

Niklason, Gregory R. ; Rawls, Eric ; Ma, Sisi...
Scientific Reports.  12 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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14

Willingness to vaccinate against SARS-CoV-2: The role of re..:

Bronstein, Michael V. ; Kummerfeld, Erich ; MacDonald III, Angus.
Vaccine.  40 (2022)  2 - p. 213-222 , 2022
Link: https://doi.org/10.1016/..
 
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15

Neighborhood characteristics and psychiatric disorders in t..:

Musa, George J. ; Geronazzo-Alman, Lupo ; Fan, Bin...
Journal of Psychiatric Research.  138 (2021)  - p. 584-590 , 2021
Link: https://doi.org/10.1016/..
 
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