Works by Malin, Bradley

Results: 95

Computational strategic recruitment for representation and coverage studied in the All of Us Research Program.

Published in:

NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01804-x

By:

Borza, Victor A.;
Chen, Qingxia;
Clayton, Ellen W.;
Kantarcioglu, Murat;
Sulieman, Lina;
Vorobeychik, Yevgeniy;
Malin, Bradley A.

Publication type:

Article

Enhancing fairness in disease prediction by optimizing multiple domain adversarial networks.

Published in:

PLoS Digital Health, 2025, v. 4, n. 5, p. 1, doi. 10.1371/journal.pdig.0000830

By:

Li, Bin;
Jiang, Xiaoqian;
Zhang, Kai;
Harmanci, Arif O.;
Malin, Bradley;
Gao, Hongchang;
Shi, Xinghua

Publication type:

Article

A Scalable Framework to Detect Personal Health Mentions on Twitter.

Published in:

Journal of Medical Internet Research, 2015, v. 17, n. 6, p. 1, doi. 10.2196/jmir.4305

By:

Yin, Zhijun;
Fabbri, Daniel;
Rosenbloom, S Trent;
Malin, Bradley

Publication type:

Article

Risk, trust, and altruism in genetic data sharing.

Published in:

Journal of Public Economic Theory, 2023, v. 25, n. 6, p. 1251, doi. 10.1111/jpet.12678

By:

Samad, Zeeshan;
Wooders, Myrna;
Malin, Bradley;
Vorobeychik, Yevgeniy

Publication type:

Article

Health and kinship matter: Learning about direct-to-consumer genetic testing user experiences via online discussions.

Published in:

PLoS ONE, 2020, v. 15, n. 9, p. 1, doi. 10.1371/journal.pone.0238644

By:

Yin, Zhijun;
Song, Lijun;
Clayton, Ellen W.;
Malin, Bradley A.

Publication type:

Article

Leveraging blockchain for immutable logging and querying across multiple sites.

Published in:

BMC Medical Genomics, 2020, v. 13, p. 1, doi. 10.1186/s12920-020-0721-2

By:

Ozdayi, Mustafa Safa;
Kantarcioglu, Murat;
Malin, Bradley

Publication type:

Article

Antibodies to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in All of Us Research Program Participants, 2 January to 18 March 2020.

Published in:

Clinical Infectious Diseases, 2022, v. 74, n. 4, p. 584, doi. 10.1093/cid/ciab519

By:

Althoff, Keri N;
Schlueter, David J;
Anton-Culver, Hoda;
Cherry, James;
Denny, Joshua C;
Thomsen, Isaac;
Karlson, Elizabeth W;
Havers, Fiona P;
Cicek, Mine S;
Thibodeau, Stephen N;
Pinto, Ligia A;
Lowy, Douglas;
Malin, Bradley A;
Ohno-Machado, Lucila;
Williams, Carolyn;
Goldstein, David;
Kouame, Aymone;
Ramirez, Andrea;
Roman, Adrienne;
Sharpless, Norman E

Publication type:

Article

Ethical and Practical Issues Associated with Aggregating Databases.

Published in:

PLoS Medicine, 2008, v. 5, n. 9, p. e190, doi. 10.1371/journal.pmed.0050190

By:

Karp, David R.;
Carlin, Shelley;
Cook-Deegan, Robert;
Ford, Daniel E.;
Geller, Gail;
Glass, David N.;
Greely, Hank;
Guthridge, Joel;
Kahn, Jeffrey;
Kaslow, Richard;
Kraft, Cheryl;
MacQueen, Kathleen;
Malin, Bradley;
Scheuerman, Richard H.;
Sugarman, Jeremy

Publication type:

Article

Perceptions and Utilization of Online Peer Support Among Informal Dementia Caregivers: Survey Study.

Published in:

JMIR Aging, 2024, v. 7, p. 1, doi. 10.2196/55169

By:

Yin, Zhijun;
Stratton, Lauren;
Song, Qingyuan;
Ni, Congning;
Song, Lijun;
Commiskey, Patricia;
Chen, Qingxia;
Moreno, Monica;
Fazio, Sam;
Malin, Bradley

Publication type:

Article

Sentiment Dynamics Among Informal Caregivers in Web-Based Alzheimer Communities: Systematic Analysis of Emotional Support and Interaction Patterns.

Published in:

JMIR Aging, 2024, v. 7, p. 1, doi. 10.2196/60050

By:

Ni, Congning;
Song, Qingyuan;
Chen, Qingxia;
Song, Lijun;
Commiskey, Patricia;
Stratton, Lauren;
Malin, Bradley;
Yin, Zhijun

Publication type:

Article

Improving medical machine learning models with generative balancing for equity and excellence.

Published in:

NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01438-z

By:

Theodorou, Brandon;
Danek, Benjamin;
Tummala, Venkat;
Kumar, Shivam Pankaj;
Malin, Bradley;
Sun, Jimeng

Publication type:

Article

A game theoretic approach to balance privacy risks and familial benefits.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-33177-0

By:

Guo, Jia;
Clayton, Ellen Wright;
Kantarcioglu, Murat;
Vorobeychik, Yevgeniy;
Wooders, Myrna;
Wan, Zhiyu;
Yin, Zhijun;
Malin, Bradley A.

Publication type:

Article

Detecting Anomalous Insiders in Collaborative Information Systems.

Published in:

IEEE Transactions on Dependable & Secure Computing, 2012, v. 9, n. 3, p. 332, doi. 10.1109/TDSC.2012.11

By:

Chen, You;
Nyemba, Steve;
Malin, Bradley

Publication type:

Article

Policy recommendations for addressing privacy challenges associated with cell-based research and interventions.

Published in:

BMC Medical Ethics, 2014, v. 15, n. 1, p. 1, doi. 10.1186/1472-6939-15-7

By:

Ogbogu, Ubaka;
Burningham, Sarah;
Ollenberger, Adam;
Calder, Kathryn;
Li Du;
Emam, Khaled El;
Hyde-Lay, Robyn;
Isasi, Rosario;
Joly, Yann;
Kerr, Ian;
Malin, Bradley;
McDonald, Michael;
Penney, Steven;
Piat, Gayle;
Roy, Denis-Claude;
Sugarman, Jeremy;
Vercauteren, Suzanne;
Verhenneman, Griet;
West, Lori;
Caulfield, Timothy

Publication type:

Article

Policy recommendations for addressing privacy challenges associated with cell-based research and interventions.

Published in:

2014

By:

Ogbogu, Ubaka;
Burningham, Sarah;
Ollenberger, Adam;
Calder, Kathryn;
Du, Li;
El Emam, Khaled;
Hyde-Lay, Robyn;
Isasi, Rosario;
Joly, Yann;
Kerr, Ian;
Malin, Bradley;
McDonald, Michael;
Penney, Steven;
Piat, Gayle;
Roy, Denis-Claude;
Sugarman, Jeremy;
Vercauteren, Suzanne;
Verhenneman, Griet;
West, Lori;
Caulfield, Timothy

Publication type:

journal article

Digital Health Applications in Oncology: An Opportunity to Seize.

Published in:

JNCI: Journal of the National Cancer Institute, 2022, v. 114, n. 10, p. 1338, doi. 10.1093/jnci/djac108

By:

Parikh, Ravi B;
Basen-Enquist, Karen M;
Bradley, Cathy;
Estrin, Deborah;
Levy, Mia;
Lichtenfeld, J Leonard;
Malin, Bradley;
McGraw, Deven;
Meropol, Neal J;
Oyer, Randall A;
Sheldon, Lisa Kennedy;
Shulman, Lawrence N

Publication type:

Article

A Multifaceted benchmarking of synthetic electronic health record generation models.

Published in:

Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-35295-1

By:

Yan, Chao;
Yan, Yao;
Wan, Zhiyu;
Zhang, Ziqi;
Omberg, Larsson;
Guinney, Justin;
Mooney, Sean D.;
Malin, Bradley A.

Publication type:

Article

COAT: COnstraint-based anonymization of transactions.

Published in:

Knowledge & Information Systems, 2011, v. 28, n. 2, p. 251, doi. 10.1007/s10115-010-0354-4

By:

Loukides, Grigorios;
Gkoulalas-Divanis, Aris;
Malin, Bradley

Publication type:

Article

SecureMA: protecting participant privacy in genetic association meta-analysis.

Published in:

Bioinformatics, 2014, v. 30, n. 23, p. 3334, doi. 10.1093/bioinformatics/btu561

By:

Xie, Wei;
Kantarcioglu, Murat;
Bush, William S.;
Crawford, Dana;
Denny, Joshua C.;
Heatherly, Raymond;
Malin, Bradley A.

Publication type:

Article

A community effort to protect genomic data sharing, collaboration and outsourcing.

Published in:

NPJ Genomic Medicine, 2017, v. 2, n. 1, p. N.PAG, doi. 10.1038/s41525-017-0036-1

By:

Wang, Shuang;
Jiang, Xiaoqian;
Tang, Haixu;
Wang, Xiaofeng;
Bu, Diyue;
Carey, Knox;
Dyke, Stephanie OM;
Fox, Dov;
Jiang, Chao;
Lauter, Kristin;
Malin, Bradley;
Sofia, Heidi;
Telenti, Amalio;
Wang, Lei;
Wang, Wenhao;
Ohno-Machado, Lucila

Publication type:

Article

265 Connecting Electronic Medical Record Sub-phenotypes of Obstructive Sleep Apnea to Adverse Outcome Risks.

Published in:

2023

By:

Borza, Victor;
Upender, Raghu;
Wei, Wei-Qi;
Malin, Bradley

Publication type:

Abstract

Beyond Phecodes: leveraging PheMAP to identify patients lacking diagnosis codes in electronic health records.

Published in:

Journal of the American Medical Informatics Association, 2025, v. 32, n. 6, p. 1007, doi. 10.1093/jamia/ocaf055

By:

Yan, Chao;
Grabowska, Monika E;
Thakkar, Rut;
Dickson, Alyson L;
Embí, Peter J;
Feng, QiPing;
Denny, Joshua C;
Kerchberger, Vern Eric;
Malin, Bradley A;
Wei, Wei-Qi

Publication type:

Article

Large language models are less effective at clinical prediction tasks than locally trained machine learning models.

Published in:

Journal of the American Medical Informatics Association, 2025, v. 32, n. 5, p. 811, doi. 10.1093/jamia/ocaf038

By:

Brown, Katherine E;
Yan, Chao;
Li, Zhuohang;
Zhang, Xinmeng;
Collins, Benjamin X;
Chen, You;
Clayton, Ellen Wright;
Kantarcioglu, Murat;
Vorobeychik, Yevgeniy;
Malin, Bradley A

Publication type:

Article

Large language models facilitate the generation of electronic health record phenotyping algorithms.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1994, doi. 10.1093/jamia/ocae072

By:

Yan, Chao;
Ong, Henry H;
Grabowska, Monika E;
Krantz, Matthew S;
Su, Wu-Chen;
Dickson, Alyson L;
Peterson, Josh F;
Feng, QiPing;
Roden, Dan M;
Stein, C Michael;
Kerchberger, V Eric;
Malin, Bradley A;
Wei, Wei-Qi

Publication type:

Article

Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 6, p. 1303, doi. 10.1093/jamia/ocae075

By:

Tong, Jiayi;
Shen, Yishan;
Xu, Alice;
He, Xing;
Luo, Chongliang;
Edmondson, Mackenzie;
Zhang, Dazheng;
Lu, Yiwen;
Yan, Chao;
Li, Ruowang;
Siegel, Lianne;
Sun, Lichao;
Shenkman, Elizabeth A;
Morton, Sally C;
Malin, Bradley A;
Bian, Jiang;
Asch, David A;
Chen, Yong

Publication type:

Article

Managing re-identification risks while providing access to the All of Us research program.

Published in:

Journal of the American Medical Informatics Association, 2023, v. 30, n. 5, p. 907, doi. 10.1093/jamia/ocad021

By:

Xia, Weiyi;
Basford, Melissa;
Carroll, Robert;
Clayton, Ellen Wright;
Harris, Paul;
Kantacioglu, Murat;
Liu, Yongtai;
Nyemba, Steve;
Vorobeychik, Yevgeniy;
Wan, Zhiyu;
Malin, Bradley A

Publication type:

Article

Dobbs and the future of health data privacy for patients and healthcare organizations.

Published in:

Journal of the American Medical Informatics Association, 2023, v. 30, n. 1, p. 155, doi. 10.1093/jamia/ocac155

By:

Clayton, Ellen Wright;
Embí, Peter J;
Malin, Bradley A

Publication type:

Article

Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation.

Published in:

2022

By:

Zhang, Ziqi;
Yan, Chao;
Malin, Bradley A

Publication type:

journal article

Forecasting the future clinical events of a patient through contrastive learning.

Published in:

2022

By:

Zhang, Ziqi;
Yan, Chao;
Zhang, Xinmeng;
Nyemba, Steve L;
Malin, Bradley A

Publication type:

journal article

Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic.

Published in:

Journal of the American Medical Informatics Association, 2022, v. 29, n. 5, p. 853, doi. 10.1093/jamia/ocac011

By:

Brown, J Thomas;
Yan, Chao;
Xia, Weiyi;
Yin, Zhijun;
Wan, Zhiyu;
Gkoulalas-Divanis, Aris;
Kantarcioglu, Murat;
Malin, Bradley A

Publication type:

Article

Predicting next-day discharge via electronic health record access logs.

Published in:

2021

By:

Zhang, Xinmeng;
Yan, Chao;
Malin, Bradley A;
Patel, Mayur B;
Chen, You

Publication type:

journal article

Predicting brain function status changes in critically ill patients via Machine learning.

Published in:

2021

By:

Yan, Chao;
Gao, Cheng;
Zhang, Ziqi;
Chen, Wencong;
Malin, Bradley A;
Ely, E Wesley;
Patel, Mayur B;
Chen, You

Publication type:

journal article

Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning.

Published in:

2021

By:

Chen, Bob;
Alrifai, Wael;
Gao, Cheng;
Jones, Barrett;
Novak, Laurie;
Lorenzi, Nancy;
France, Daniel;
Malin, Bradley;
Chen, You

Publication type:

journal article

Enabling realistic health data re-identification risk assessment through adversarial modeling.

Published in:

2021

By:

Xia, Weiyi;
Liu, Yongtai;
Wan, Zhiyu;
Vorobeychik, Yevgeniy;
Kantacioglu, Murat;
Nyemba, Steve;
Clayton, Ellen Wright;
Malin, Bradley A

Publication type:

journal article

SynTEG: a framework for temporal structured electronic health data simulation.

Published in:

2021

By:

Zhang, Ziqi;
Yan, Chao;
Lasko, Thomas A;
Sun, Jimeng;
Malin, Bradley A

Publication type:

journal article

SCOR: A secure international informatics infrastructure to investigate COVID-19.

Published in:

2020

By:

Raisaro, J L;
Marino, Francesco;
Troncoso-Pastoriza, Juan;
Beau-Lejdstrom, Raphaelle;
Bellazzi, Riccardo;
Murphy, Robert;
Bernstam, Elmer V;
Wang, Henry;
Bucalo, Mauro;
Chen, Yong;
Gottlieb, Assaf;
Harmanci, Arif;
Kim, Miran;
Kim, Yejin;
Klann, Jeffrey;
Klersy, Catherine;
Malin, Bradley A;
Méan, Marie;
Prasser, Fabian;
Scudeller, Luigia

Publication type:

journal article

Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers.

Published in:

Journal of the American Medical Informatics Association, 2020, v. 27, n. 9, p. 1374, doi. 10.1093/jamia/ocaa095

By:

Carrell, David S;
Malin, Bradley A;
Cronkite, David J;
Aberdeen, John S;
Clark, Cheryl;
Li, Muqun (Rachel);
Bastakoty, Dikshya;
Nyemba, Steve;
Hirschman, Lynette

Publication type:

Article

Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers.

Published in:

2020

By:

Carrell, David S;
Malin, Bradley A;
Cronkite, David J;
Aberdeen, John S;
Clark, Cheryl;
Li, Muqun Rachel;
Bastakoty, Dikshya;
Nyemba, Steve;
Hirschman, Lynette

Publication type:

journal article

Ensuring electronic medical record simulation through better training, modeling, and evaluation.

Published in:

2020

By:

Zhang, Ziqi;
Yan, Chao;
Mesa, Diego A;
Sun, Jimeng;
Malin, Bradley A

Publication type:

journal article

The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight.

Published in:

2019

By:

Carrell, David S;
Cronkite, David J;
Li, Muqun (Rachel);
Nyemba, Steve;
Malin, Bradley A;
Aberdeen, John S;
Hirschman, Lynette

Publication type:

journal article

A systematic literature review of machine learning in online personal health data.

Published in:

2019

By:

Yin, Zhijun;
Sulieman, Lina M;
Malin, Bradley A

Publication type:

journal article

The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation.

Published in:

2018

By:

Yin, Zhijun;
Harrell, Morgan;
Warner, Jeremy L;
Chen, Qingxia;
Fabbri, Daniel;
Malin, Bradley A

Publication type:

journal article

Digital Information Ecosystems in Modern Care Coordination and Patient Care Pathways and the Challenges and Opportunities for AI Solutions.

Published in:

Journal of Medical Internet Research, 2024, v. 26, p. 1, doi. 10.2196/60258

By:

Chen, You;
Lehmann, Christoph U;
Malin, Bradley

Publication type:

Article

Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Models (CREMLS).

Published in:

Journal of Medical Internet Research, 2024, v. 26, p. 1, doi. 10.2196/52508

By:

El Emam, Khaled;
Leung, Tiffany I;
Malin, Bradley;
Klement, William;
Eysenbach, Gunther

Publication type:

Article

The Costs of Anonymization: Case Study Using Clinical Data.

Published in:

Journal of Medical Internet Research, 2024, v. 26, p. 1, doi. 10.2196/49445

By:

Pilgram, Lisa;
Meurers, Thierry;
Malin, Bradley;
Schaeffner, Elke;
Eckardt, Kai-Uwe;
Prasser, Fabian

Publication type:

Article

Applications and Concerns of ChatGPT and Other Conversational Large Language Models in Health Care: Systematic Review.

Published in:

Journal of Medical Internet Research, 2024, v. 26, p. 1, doi. 10.2196/22769

By:

Wang, Leyao;
Wan, Zhiyu;
Ni, Congning;
Song, Qingyuan;
Li, Yang;
Clayton, Ellen;
Malin, Bradley;
Yin, Zhijun

Publication type:

Article

Examining Online Behaviors of Adult-Child and Spousal Caregivers for People Living With Alzheimer Disease or Related Dementias: Comparative Study in an Open Online Community.

Published in:

Journal of Medical Internet Research, 2023, v. 25, n. 1, p. 1, doi. 10.2196/48193

By:

Ni, Congning;
Song, Qingyuan;
Malin, Bradley;
Song, Lijun;
Commiskey, Patricia;
Stratton, Lauren;
Yin, Zhijun

Publication type:

Article

Human-Centered Design to Address Biases in Artificial Intelligence.

Published in:

Journal of Medical Internet Research, 2023, v. 25, n. 1, p. 1, doi. 10.2196/43251

By:

Chen, You;
Clayton, Ellen Wright;
Novak, Laurie Lovett;
Anders, Shilo;
Malin, Bradley

Publication type:

Article

Examining Rural and Urban Sentiment Difference in COVID-19–Related Topics on Twitter: Word Embedding–Based Retrospective Study.

Published in:

Journal of Medical Internet Research, 2023, v. 25, n. 1, p. 1, doi. 10.2196/42985

By:

Liu, Yongtai;
Yin, Zhijun;
Ni, Congning;
Yan, Chao;
Wan, Zhiyu;
Malin, Bradley

Publication type:

Article

The Public Perception of the #GeneEditedBabies Event Across Multiple Social Media Platforms: Observational Study.

Published in:

Journal of Medical Internet Research, 2022, v. 24, n. 3, p. 605, doi. 10.2196/31687

By:

Congning Ni;
Zhiyu Wan;
Chao Yan;
Yongtai Liu;
Clayton, Ellen Wright;
Malin, Bradley;
Zhijun Yin

Publication type:

Article