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E

Erich Kummerfeld

Institute for Health Informatics

16H-index
159Paper Count
789Citation Count
Published Papers 28
Publication Date
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Gender differences in a causal model of risk factors underlying early alcohol sipping
errChild and Adolescent Psychiatry and Mental Health
IF4.6
err2026-03-31
err0
errOAAI
errAndrea Maxwell; Kathryn Cullen; Erich Kummerfeld; Rajita Sinha; Anna Zilverstand
errShare
errSave
Ensemble of Time-Evolving SASP Gene Sets Identifies IGFBP7 and CDKN1A as a Potential Marker Pair for Senescent Fibroblast Subpopulations Across Tissues
errInternational Journal of Molecular Sciences
IF4.9
err2026-03-29
err0
errOAAI
errHyunsoo Kim; Erich Kummerfeld; Laura J. Niedernhofer; Constantin Aliferis; Paul D. Robbins; Jinhua Wang
errShare
errSave
Select Small Non-Coding RNAs Are Determinants of Survival in Older Adults
errAging Cell
IF7.1
err2026-02-24
err0
errOAAI
errVirginia Byers Kraus; Sisi Ma; Syeda Iffat Naz; Xin Zhang; Christopher G. Vann; Melissa C. Orenduff; William E. Kraus; Steven Shen; Janet L. Huebner; Ching-Heng Chou; Erich Kummerfeld; Harvey Jay Cohen; Constantin F. Aliferis
errShare
errSave
Personal causal modeling of affect and eating behaviors in bulimia nervosa: implications for personalized treatment
errJournal of Eating Disorders
IF4.5
err2026-01-23
err0
errOAAI
errKelvin O. Lim; Erich Kummerfeld; Lisa M. Anderson; Stephen A. Wonderlich; Scott Engel; Ross D. Crosby; Carol B. Peterson
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errSave
Examining Causal Pathways to Suicidal Ideation and Nonsuicidal Self-Injury in the Adolescent Brain Cognitive Development Study
errSUICIDE AND LIFE-THREATENING BEHAVIOR
IF2.6
err2025-12-01
err0
errOAAI
errYan, Marvin; Kummerfeld, Erich; Rawls, Eric; Cullen, Kathryn R.; Klimes-dougan, Bonnie
errShare
errSave
Causal Pathways to Risk and Protective Factors for Partial-Day School Absenteeism for Secondary School Students
errJournal of Adolescence
IF3.2
err2025-11-10
err0
PREAI
errKnoo Lee; Erich Kummerfeld; Barbara J. McMorris; Wendy S. Looman; Matthew K. Burns; Connie W. Delaney
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errSave
Environmental, Health, and Psychological Factors Predict Alcohol Sipping in Childhood: A Machine Learning Analysis of the ABCD Study
errJAACAP Open
IF0
err2025-11-01
err0
errOAAI
errNiklason, Gregory R.; Maxwell, Andrea M.; Brucar, Leyla R.; Ostrand, Caroline; Kummerfeld, Erich; Luciana, Monica; Zilverstand, Anna
errShare
errSave
In Response to Ecological Momentary Assessment of Voice and Psychological Factors: Group and Individual Mechanisms
errLARYNGOSCOPE
IF2
err2025-10-01
err0
PREAI
errMisono, Stephanie; Kummerfeld, Erich; Lim, Kelvin O.
errShare
errSave
Advancing biological understanding of cellular senescence with computational multiomics
errNature Genetics
IF0
err2025-09-15
err0
PREAI
errSheng Li; Paula A. Agudelo Garcia; Constantin Aliferis; Michael J. Becich; Jazmin Calyeca; Benjamin D. Cosgrove; Jennifer Elisseeff; Negin Farzad; Elana J. Fertig; Carolyn Glass; Liangcai Gu; Qianjiang Hu; Zhicheng Ji; Melanie Königshoff; Nathan K. LeBrasseur; Dongmei Li; Anjun Ma; Qin Ma; Vilas Menon; Jacob T. Mitchell; Ana L. Mora; Sushma Nagaraj; Andrew C. Nelson; Laura J. Niedernhofer; Mauricio Rojas; Hash Brown Taha; Jinhua Wang; Siyuan Wang; Pei-Hsun Wu; Jichun Xie; Ming Xu; Miao Yu; Xu Zhang; Yue Zhao; Peter D. Adams; Cristina Aguayo-Mazzucato; Darren J. Baker; Christopher Benz; David A. Bernlohr; Marta Bueno; Jin Chen; Bennett G. Childs; Jeffrey H. Chuang; Dongjun Chung; Mythili Dileepan; Li Ding; Mingze Dong; Francesca Duncan; Archibald Enninful; William F. Flynn; Ana Catarina Franco; David Furman; Vesna Garovic; Stephanie Halene; Allison B. Herman; Ann V. Hertzel; Kanako Iwasaki; Hyeongseon Jeon; Jeon Woong Kang; Shilpita Karmakar; James L. Kirkland; Ron Korstanje; Erich Kummerfeld; Jun Hee Lee; Yang Liu; Yao Lu; Jose Lugo-Martinez; Helene Martini; Simon Melov; Nicolas Musi; João F. Passos; Samuel T. Peters; Irfan Rahman; Ramalakshmi Ramasamy; Alexandra N. Rindone; Paul D. Robbins; Paul Robson; Jhonny Rodriguez-Lopez; Lorena Rosas; Nadia Rosenthal; Marissa J. Schafer; Birgit Schilling; Elizabeth L. Schmidt; Kevin Schneider; Kaustav Sengupta; Jian Shu; Peter T. C. So; Li Sun; Tamar Tchkonia; Marcos G. Teneche; Natalia Vanegas; Julia Wang; Juan Xie; Shanshan Yin; Ke Zhang; Quan Zhu; Rong Fan
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errSave
Artifacts in spatial transcriptomics data: their detection, importance, prevalence, and prevention
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2025-07-01
err0
errOAAI
errKummerfeld, Erich; Williams, Leland; Wang, Yinzhao; Peters, Samuel T.; Schmidt, Elizabeth; DuFresne-To, Mickayla; Bernlohr, David; Robbins, Paul; Ikramuddin, Sayeed; Adeyi, Oyedele; Laux, Linshan; Barthel, Grant; Johnson, Steven; Wang, Jinhua; Niedernhofer, Laura; Nelson, Andrew; Aliferis, Constantin
errShare
errSave
Correlational and causal modeling of alcohol-related symptoms and internalizing disorder status: Further elucidation of a harm paradox
erralcohol clinical and experimental research
IF0
err2025-05-22
err0
errOAAI
errJustin Anker; Bryan Andrews; Erich Kummerfeld; Paul Thuras; Matt G. Kushner
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errSave
Integrating causal discovery and clinically-relevant insights to explore directional relationships between autistic features, sex at birth, and cognitive abilities
errPSYCHOLOGICAL MEDICINE
IF5.5
err2025-03-18
err2
PREAI
errTseng, Angela; Francis, Sunday M.; Rawls, Eric; Conelea, Christine; Grissom, Nicola M.; Kummerfeld, Erich; Ma, Sisi; Jacob, Suma
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errSave
Delineating Empirically Plausible Causal Pathways to Suicidality Among People at Clinical High Risk for Psychosis
errJOURNAL OF PSYCHOPATHOLOGY AND CLINICAL SCIENCE
IF3.9
err2025-02-06
err0
PREAI
errBronstein, Michael V.; Kummerfeld, Erich; Bearden, Carrie E.; Cornblatt, Barbara A.; Walker, Elaine F.; Woods, Scott W.; Mathalon, Daniel; Perkins, Diana; Cadenhead, Kristen S.; Addington, Jean; Cannon, Tyrone D.; Vinogradov, Sophia
errShare
errSave
Leveraging Causal Discovery Analysis to Trace Causal Brain-Behavior Pathways in Substance Use Disorders
errDRUG AND ALCOHOL DEPENDENCE
IF3.6
err2025-02-01
err0
PREAI
errRawls, Eric; Yan, Marvin; Maxwell, Andrea; Camchong, Jazmin; Kotlyar, Michael; Abid, Malick; Klimes-Duggan, Bonnie; Cullen, Kathryn; Bond, David; Kummerfeld, Erich
errShare
errSave
Beyond integrative experiment design: Systematic experimentation guided by causal discovery AI
errBEHAVIORAL AND BRAIN SCIENCES
IF13.7
err2024-02-05
err0
errOAAI
errKummerfeld, Erich; Andrews, Bryan
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errSave
Data-Driven Analytics to Discover APRN's Impact on Nursing Home Hospitalization: Causal Discovery Analysis
errJOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION
IF3.8
err2023-11-01
err0
PREAI
errLee, Knoo; Kummerfeld, Erich; Robinson, Erin; Anderson, Linda; Rantz, Marilyn
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errSave
Frontal tDCS reduces alcohol relapse rates by increasing connections from left dorsolateral prefrontal cortex to addiction networks
errBRAIN STIMULATION
IF8.4
err2023-07-01
err6
errOAAI
errCamchong, Jazmin; Roediger, Donovan; Fiecas, Mark; Gilmore, Casey S.; Kushner, Matt; Kummerfeld, Erich; Mueller, Bryon A.; Lim, Kelvin O.
errShare
errSave
Power analysis for causal discovery
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2023-06-27
err4
errOAAI
errKummerfeld, Erich; Williams, Leland; Ma, Sisi
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errSave
Causal discovery replicates symptomatic and functional interrelations of posttraumatic stress across five patient populations
errFRONTIERS IN PSYCHIATRY
IF3.2
err2023-01-26
err0
errOAAI
errPierce, Benjamin; Kirsh, Thomas; Ferguson, Adam R.; Neylan, Thomas C.; Ma, Sisi; Kummerfeld, Erich; Cohen, Beth E.; Nielson, Jessica L.
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errSave
Explainable machine learning analysis reveals sex and gender differences in the phenotypic and neurobiological markers of Cannabis Use Disorder
errSCIENTIFIC REPORTS
IF3.9
err2022-09-17
err9
errOAAI
errNiklason, Gregory; Rawls, Eric; Ma, Sisi; Kummerfeld, Erich; Maxwell, Andrea M.; Brucar, Leyla R.; Drossel, Gunner; Zilverstand, Anna
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errSave

Research Directions

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Co-authors
Cooperation Journals
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李丁 (Li Ding)
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Christopher C. Benz
H-index: 114 · Papers: 440
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James L. Kirkland
H-index: 111 · Papers: 502
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Tyrone D. Cannon
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