Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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The Center on Causal Data Science for Child Maltreatment Prevention (the CHAMP Center)
Saxe, G. N., Cleek, A. A., Kummerfeld, E., Acri, M. C. & Ma, S.
9/5/23 → 8/31/24
Project: Research project
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Personalized relapse prediction in Alcohol Use Disorder
Zilverstand, A. K., Kummerfeld, E., Kushner, M. G., Ma, S. & Mueller, B. A.
NIH Nat'l Inst. on Alcohol Abuse & Alcoh
5/1/23 → 2/29/28
Project: Research project
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Dysfunctional State Representations in Psychosis: From Neurophysiology to Neuroplasticity-based Treatment
Vinogradov, S., Amirikian, B., Chafee, M. V., Fisher, M. A., Grissom, N., Heilbronner, S. R., Kummerfeld, E., Lim, K. O., Ma, S., MacDonald, A., Mueller, B. A., Ramsay, I. S., Redish, D., Rothwell, P. E., Sponheim, S. R. & Wickman, K. D.
NIH NAT'L INSTITUTE OF MENTAL HEALTH
4/1/20 → 3/31/25
Project: Research project
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Computational Models for the Prediction of Child Traumatic Stress
Aliferis, MD, PhD, C., Kummerfeld, E. & Ma, S.
NEW YORK UNIVERSITY, NIH NAT'L INSTITUTE OF MENTAL HEALTH
9/20/19 → 5/31/24
Project: Research project
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Bioinformatics for post-traumatic stress
Nielson, J. L., Kummerfeld, E. & Ma, S.
NIH NAT'L INSTITUTE OF MENTAL HEALTH
8/10/18 → 5/31/24
Project: Research project
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Beyond integrative experiment design: Systematic experimentation guided by causal discovery AI
Kummerfeld, E. & Andrews, B., Feb 5 2024, In: Behavioral and Brain Sciences. 47, e33.Research output: Contribution to journal › Review article › peer-review
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Power analysis for causal discovery
Kummerfeld, E., Williams, L. & Ma, S., Apr 2024, In: International Journal of Data Science and Analytics. 17, 3, p. 289-304 16 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A Computational Framework for EEG Causal Oscillatory Connectivity
Rawls, E., Gilmore, C., Kummerfeld, E., Lim, K. O. & Nienow, T., 2023, In: Proceedings of Machine Learning Research. 223, p. 52-68 17 p.Research output: Contribution to journal › Conference article › peer-review
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Causal discovery analysis: A promising tool in advancing precision medicine for eating disorders
Anderson, L. M., Lim, K. O., Kummerfeld, E., Crosby, R. D., Crow, S. J., Engel, S. G., Forrest, L., Wonderlich, S. A. & Peterson, C. B., Nov 2023, In: International Journal of Eating Disorders. 56, 11, p. 2012-2021 10 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Causal discovery replicates symptomatic and functional interrelations of posttraumatic stress across five patient populations
Pierce, B., Kirsh, T., Ferguson, A. R., Neylan, T. C., Ma, S., Kummerfeld, E., Cohen, B. E. & Nielson, J. L., Jan 26 2023, In: Frontiers in Psychiatry. 13, 1018111.Research output: Contribution to journal › Article › peer-review
Open Access