Ellen Wright Clayton

22 papers C 1Misc 6Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Identifying and supporting trafficked individuals: provider and community organization perspectives on existing sociotechnical approaches.
J. Am. Medical Informatics Assoc.
Michelle Gomez, Ellen Wright Clayton, Colin G. Walsh, Kim M. Unertl
2025 J jnl
Computational strategic recruitment for representation and coverage studied in the All of Us Research Program.
npj Digit. Medicine
Victor A. Borza, Qingxia Chen, Ellen Wright Clayton, Murat Kantarcioglu, Lina Sulieman, Yevgeniy Vorobeychik, Bradley A. Malin
2025 J jnl
Large language models are less effective at clinical prediction tasks than locally trained machine learning models.
J. Am. Medical Informatics Assoc.
Katherine E. Brown, Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin X. Collins, You Chen, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2025 J jnl
Role and Use of Race in AI/ML Models Related to Health.
CoRR
Martin C. Were, Ang Li, Bradley A. Malin, Zhijun Yin, Joseph R. Coco, Benjamin X. Collins, Ellen Wright Clayton, Laurie L. Novak, Rachele Hendricks-Sturrup, Abiodun Oluyomi, Shilo Anders, Chao Yan
2024 J jnl
Adaptive Recruitment Resource Allocation to Improve Cohort Representativeness in Participatory Biomedical Datasets.
CoRR
Victor A. Borza, Andrew Estornell, Ellen Wright Clayton, Chien-Ju Ho, Russell Rothman, Yevgeniy Vorobeychik, Bradley A. Malin
2024 C conf
Robin Hood: A De-identification Method to Preserve Minority Representation for Disparities Research.
PSD
James Thomas Brown, Ellen Wright Clayton, Michael E. Matheny, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2023 J jnl
Managing re-identification risks while providing access to the
J. Am. Medical Informatics Assoc.
Weiyi Xia, Melissa A. Basford, Robert J. Carroll, Ellen Wright Clayton, Paul A. Harris, Murat Kantarcioglu, Yongtai Liu, Steve Nyemba, Yevgeniy Vorobeychik, Zhiyu Wan, Bradley A. Malin
2022 Misc conf
A Representativeness-informed Model for Research Record Selection from Electronic Medical Record Systems.
AMIA
Victor A. Borza, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2022 Misc conf
A Scalable Tool for Realistic Health Data Re-identification Risk Assessment.
AMIA
Weiyi Xia, Yongtai Liu, Zhiyu Wan, Yevgeniy Vorobeychik, Murat Kantarcioglu, Ellen Wright Clayton, Bradley A. Malin
2022 J jnl
Dobbs and the future of health data privacy for patients and healthcare organizations.
J. Am. Medical Informatics Assoc.
Ellen Wright Clayton, Peter J. Embí, Bradley A. Malin
2022 Misc conf
How to Achieve Privacy in Large Diverse Health Systems.
AMIA
Gamze Gürsoy, Bradley A. Malin, Erman Ayday, Ellen Wright Clayton
2021 J jnl
Combatting human trafficking in the United States: how can medical informatics help?
J. Am. Medical Informatics Assoc.
Kim M. Unertl, Colin G. Walsh, Ellen Wright Clayton
2019 Misc conf
Biomedical Research Cohort Membership Disclosure on Social Media.
AMIA
Yongtai Liu, Chao Yan, Zhijun Yin, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Bradley A. Malin
2019 J jnl
Enrichment sampling for a multi-site patient survey using electronic health records and census data.
J. Am. Medical Informatics Assoc.
Nathaniel D. Mercaldo, Kyle B. Brothers, David S. Carrell, Ellen Wright Clayton, John J. Connolly, Ingrid A. Holm, Carol R. Horowitz, Gail P. Jarvik, Terrie E. Kitchner, Rongling Li, Catherine A. McCarty, Jennifer B. McCormick, Valerie D. McManus, Melanie F. Myers, Joshua J. Pankratz, Martha J. Shrubsole, Maureen E. Smith, Sarah C. Stallings, Janet L. Williams, Jonathan S. Schildcrout
2019 J jnl
Health and Kinship Matter: Learning About Direct-To-Consumer Genetic Testing User Experiences via Online Discussions.
CoRR
Zhijun Yin, Lijun Song, Ellen Wright Clayton, Bradley A. Malin
2019 Misc conf
Public Attitudes Toward Direct to Consumer Genetic Testing.
AMIA
Grayson Ruhl, James Hazel, Ellen Wright Clayton, Bradley A. Malin
2018 Misc conf
Detecting the Presence of an Individual in Phenotypic Summary Data.
AMIA
Yongtai Liu, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Abel N. Kho, David S. Carrell, Bradley A. Malin
2018 J jnl
It's all in the timing: calibrating temporal penalties for biomedical data sharing.
J. Am. Medical Informatics Assoc.
Weiyi Xia, Zhiyu Wan, Zhijun Yin, James Gaupp, Yongtai Liu, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2015 J jnl
Privacy in the Genomic Era.
ACM Comput. Surv.
Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, Xiaofeng Wang
2015 J jnl
Privacy in the Genomic Era.
IACR Cryptol. ePrint Arch.
Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, Xiaofeng Wang
2014 J jnl
Privacy and Security in the Genomic Era.
CoRR
Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, Xiaofeng Wang
2010 J jnl
Research paper: Openness of patients' reporting with use of electronic records: psychiatric clinicians' views.
J. Am. Medical Informatics Assoc.
Ronald M. Salomon, Jennifer Urbano Blackford, S. Trent Rosenbloom, Sandra Seidel, Ellen Wright Clayton, David M. Dilts, Stuart G. Finder