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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Personalized relapse prediction in Alcohol Use Disorder
Zilverstand, A. K. (PI), Kummerfeld, E. (CoI), Kushner, M. G. (CoI), Ma, S. (CoI) & Mueller, B. A. (CoI)
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. (PI), Amirikian, B. (CoI), Chafee, M. V. (CoI), Fisher, M. A. (CoI), Grissom, N. (CoI), Heilbronner, S. R. (CoI), Kummerfeld, E. (CoI), Lim, K. O. (CoI), Ma, S. (CoI), MacDonald, A. (CoI), Mueller, B. A. (CoI), Ramsay, I. S. (CoI), Redish, D. (CoI), Rothwell, P. E. (CoI), Sponheim, S. R. (CoI) & Wickman, K. D. (CoI)
NIH NAT'L INSTITUTE OF MENTAL HEALTH
4/1/20 → 3/31/25
Project: Research project
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The Center on Causal Data Science for Child Maltreatment Prevention (CHAMP Core)
Kummerfeld, E. (PI), Aliferis, MD, PhD, C. (CoI) & Johnson, S. (Co-Principal Investigator)
NEW YORK UNIVERSITY, NIH NAT'L INST OF CHILD HEALTH/HUMAN DEV
9/5/23 → 8/31/24
Project: Research project
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Blueprint for Advancing Health Equity
Kummerfeld, E. (PI)
NORTHWEST FAMILY RESOURCE COLLABORATIVE
4/3/23 → 3/30/24
Project: Research project
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Cigarette Smoking as a Risk Factor for Greater Psychiatric Symptom Severity across Serious Mental Illnesses: A Secondary Analysis of Three Nationally-Representative NIH Data-sets
Bond, D. J. (PI) & Kummerfeld, E. (Other Role)
8/1/20 → 12/31/22
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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Causal Discovery Analysis: A Promising Tool for Precision Medicine
Bronstein, M., Meyer-Kalos, P., Vinogradov, S. & Kummerfeld, E., Apr 2024, In: Psychiatric annals. 54, 4, p. e119-e124Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Identifying psychological predictors of SARS-CoV-2 vaccination: A machine learning study
Bronstein, M. V., Kummerfeld, E., MacDonald, A. & Vinogradov, S., Aug 30 2024, In: Vaccine. 42, 21, 126198.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
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 Access3 Scopus citations -
Temporal discontinuity trials and randomization: Success rates versus design strength
Knaeble, B. & Kummerfeld, E., Jan 1 2024, In: Epidemiologic Methods. 13, 1, 20230042.Research output: Contribution to journal › Article › peer-review