Determining the identifiability of DNA database entries. - Bradley A. Malin; Latanya Sweeney (AMIA, 2000)

Re-identification of DNA through an automated linkage process. - Bradley A. Malin; Latanya Sweeney (AMIA, 2001)

Correlating web usage of health information with patient medical data. - Bradley A. Malin (AMIA, 2002)

Inferring Genotype from Clinical Phenotype through a Knowledge Based Algorithm. - Bradley A. Malin; Latanya Sweeney (Pacific Symposium on Biocomputing, 2002)

How (not) to protect genomic data privacy in a distributed network: using trail re-identification to evaluate and design anonymity protection systems. - Bradley A. Malin; Latanya Sweeney (J. Biomed. Informatics, 2004)

Technologies to Defeat Fraudulent Schemes Related to Email Requests. - Edoardo M. Airoldi; Bradley A. Malin; Latanya Sweeney (AAAI Spring Symposium: AI Technologies for Homeland Security, 2005)

A Secure Protocol to Distribute Unlinkable Health Data. - Bradley A. Malin; Latanya Sweeney (AMIA, 2005)

Configurable Security Protocols for Multi-party Data Analysis with Malicious Participants. - Bradley A. Malin; Edoardo M. Airoldi; Samuel Edoho-Eket; Yiheng Li (ICDE, 2005)

Email alias detection using social network analysis. - Ralf Hölzer; Bradley A. Malin; Latanya Sweeney (LinkKDD, 2005)

Integrating Utility into Face De-identification. - Ralph Gross; Edoardo M. Airoldi; Bradley A. Malin; Latanya Sweeney (Privacy Enhancing Technologies, 2005)

A Network Analysis Model for Disambiguation of Names in Lists. - Bradley A. Malin; Edoardo M. Airoldi; Kathleen M. Carley (Comput. Math. Organ. Theory, 2005)

Technical Evaluation: An Evaluation of the Current State of Genomic Data Privacy Protection Technology and a Roadmap for the Future. - Bradley A. Malin (J. Am. Medical Informatics Assoc., 2005)

Preserving Privacy by De-Identifying Face Images. - Elaine M. Newton; Latanya Sweeney; Bradley A. Malin (IEEE Trans. Knowl. Data Eng., 2005)

Re-identification of Familial Database Records. - Bradley A. Malin (AMIA, 2006)

Composition and Disclosure of Unlinkable Distributed Databases. - Bradley A. Malin; Latanya Sweeney (ICDE, 2006)

The Effects of Location Access Behavior on Re-identification Risk in a Distributed Environment. - Bradley A. Malin; Edoardo M. Airoldi (Privacy Enhancing Technologies, 2006)

A Modeling Environment for Patient Portals. - Sean Duncavage; Janos L. Mathe; Jan Werner; Bradley A. Malin; Ákos Lédeczi; Janos Sztipanovits (AMIA, 2007)

Confidentiality Preserving Audits of Electronic Medical Record Access. - Bradley A. Malin; Edoardo M. Airoldi (MedInfo, 2007)

First International Workshop on the Model-Based Design of Trustworthy Health Information Systems. - Ákos Lédeczi; Ruth Breu; Bradley A. Malin; Janos Sztipanovits (MoDELS (Workshops), 2007)

A computational model to protect patient data from location-based re-identification. - Bradley A. Malin (Artif. Intell. Medicine, 2007)

Research Paper: A Longitudinal Social Network Analysis of the Editorial Boards of Medical Informatics and Bioinformatics Journals. - Bradley A. Malin; Kathleen M. Carley (J. Am. Medical Informatics Assoc., 2007)

Towards the security and privacy analysis of patient portals. - Janos L. Mathe; Sean Duncavage; Jan Werner; Bradley A. Malin; Ákos Lédeczi; Janos Sztipanovits (SIGBED Rev., 2007)

PinKDD'07: privacy, security, and trust in KDD post-workshop report. - Francesco Bonchi; Elena Ferrari 001; Bradley A. Malin; Yücel Saygin (SIGKDD Explor., 2007)

A Privacy-Preserving Framework for Integrating Person-Specific Databases. - Murat Kantarcioglu; Wei Jiang 026; Bradley A. Malin (Privacy in Statistical Databases, 2008)

Recent advances in preserving privacy when mining data. - Francesco Bonchi; Bradley A. Malin; Yücel Saygin (Data Knowl. Eng., 2008)

k-Unlinkability: A privacy protection model for distributed data. - Bradley A. Malin (Data Knowl. Eng., 2008)

PinKDD'08: privacy, security, and trust in KDD post workshop report. - Francesco Bonchi; Elena Ferrari 001; Wei Jiang 026; Bradley A. Malin (SIGKDD Explor., 2008)

A Cryptographic Approach to Securely Share and Query Genomic Sequences. - Murat Kantarcioglu; Wei Jiang 026; Ying Liu 007; Bradley A. Malin (IEEE Trans. Inf. Technol. Biomed., 2008)

Privacy Protection: Regulations and Technologies, Opportunities and Threats. - Dino Pedreschi; Francesco Bonchi; Franco Turini; Vassilios S. Verykios; Maurizio Atzori; Bradley A. Malin; Bart Moelans; Yücel Saygin (Mobility, Data Mining and Privacy, 2008)

Formal anonymity models for efficient privacy-preserving joins. - Murat Kantarcioglu; Ali Inan; Wei Jiang 026; Bradley A. Malin (Data Knowl. Eng., 2009)

Beyond safe harbor: automatic discovery of health information de-identification policy alternatives. - Kathleen Benitez; Grigorios Loukides; Bradley A. Malin (IHI, 2010)

EBAM: Experience-Based Access Management for Healthcare. - Carl A. Gunter; David M. Liebovitz; Bradley A. Malin (HealthSec, 2010)

Secure construction of k-unlinkable patient records from distributed providers. - Bradley A. Malin (Artif. Intell. Medicine, 2010)

The MITRE Identification Scrubber Toolkit: Design, training, and assessment. - John S. Aberdeen; Samuel Bayer; Reyyan Yeniterzi; Benjamin Wellner; Cheryl Clark; David A. Hanauer; Bradley A. Malin; Lynette Hirschman (Int. J. Medical Informatics, 2010)

Evaluating re-identification risks with respect to the HIPAA privacy rule. - Kathleen Benitez; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2010)

The disclosure of diagnosis codes can breach research participants' privacy. - Grigorios Loukides; Joshua C. Denny; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2010)

Effects of personal identifier resynthesis on clinical text de-identification. - Reyyan Yeniterzi; John S. Aberdeen; Samuel Bayer; Benjamin Wellner; Lynette Hirschman; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2010)

Detection of anomalous insiders in collaborative environments via relational analysis of access logs. - You Chen 001; Bradley A. Malin (CODASPY, 2011)

Leveraging social networks to detect anomalous insider actions in collaborative environments. - You Chen 001; Steve Nyemba; Wen Zhang; Bradley A. Malin (ISI, 2011)

A Constraint Satisfaction Cryptanalysis of Bloom Filters in Private Record Linkage. - Mehmet Kuzu; Murat Kantarcioglu; Elizabeth Durham; Bradley A. Malin (PETS, 2011)

Context-Aware Anomaly Detection for Electronic Medical Record Systems. - Xiaowei Li 003; Yuan Xue 001; You Chen 001; Bradley A. Malin (HealthSec, 2011)

Towards understanding the usage pattern of web-based electronic medical record systems. - Xiaowei Li 003; Yuan Xue 001; Bradley A. Malin (WOWMOM, 2011)

An entropy approach to disclosure risk assessment: Lessons from real applications and simulated domains. - Edoardo M. Airoldi; Xue Bai; Bradley A. Malin (Decis. Support Syst., 2011)

Experience-Based Access Management: A Life-Cycle Framework for Identity and Access Management Systems. - Carl A. Gunter; David M. Liebovitz; Bradley A. Malin (IEEE Secur. Priv., 2011)

A secure protocol for protecting the identity of providers when disclosing data for disease surveillance. - Khaled El Emam; Jun Hu; Jay Mercer; Liam Peyton; Murat Kantarcioglu; Bradley A. Malin; David L. Buckeridge; Saeed Samet; Craig Earle (J. Am. Medical Informatics Assoc., 2011)

Never too old for anonymity: a statistical standard for demographic data sharing via the HIPAA Privacy Rule. - Bradley A. Malin; Kathleen Benitez; Daniel R. Masys (J. Am. Medical Informatics Assoc., 2011)

Learning relational policies from electronic health record access logs. - Bradley A. Malin; Steve Nyemba; John Paulett (J. Biomed. Informatics, 2011)

COAT: COnstraint-based anonymization of transactions. - Grigorios Loukides; Aris Gkoulalas-Divanis; Bradley A. Malin (Knowl. Inf. Syst., 2011)

Auditing Medical Records Accesses via Healthcare Interaction Networks. - You Chen 001; Steve Nyemba; Bradley A. Malin (AMIA, 2012)

The Chicago Health Atlas: A Public Resource to Visualize Health Conditions and Resources in Chicago. - Abel N. Kho; John P. Cashy; Bala Hota; Shannon A. Sims; Bradley A. Malin; David O. Meltzer; Erin O. Kaleba; William L. Galanter (AMIA, 2012)

Rethinking the "Honest Broker" in the Changing Face of Security and Privacy. - Luke V. Rasmussen; Brian D. Athey; Andrew D. Boyd; Bradley A. Malin; Shawn N. Murphy (AMIA, 2012)

Detecting Anomalous User Behaviors in Workflow-Driven Web Applications. - Xiaowei Li 003; Yuan Xue 001; Bradley A. Malin (SRDS, 2012)

Quantifying the correctness, computational complexity, and security of privacy-preserving string comparators for record linkage. - Elizabeth Durham; Yuan Xue 001; Murat Kantarcioglu; Bradley A. Malin (Inf. Fusion, 2012)

Specializing network analysis to detect anomalous insider actions. - You Chen 001; Steve Nyemba; Wen Zhang; Bradley A. Malin (Secur. Informatics, 2012)

Detecting Anomalous Insiders in Collaborative Information Systems. - You Chen 001; Steve Nyemba; Bradley A. Malin (IEEE Trans. Dependable Secur. Comput., 2012)

Secure Management of Biomedical Data With Cryptographic Hardware. - Mustafa Canim; Murat Kantarcioglu; Bradley A. Malin (IEEE Trans. Inf. Technol. Biomed., 2012)

Anonymization of Longitudinal Electronic Medical Records. - Acar Tamersoy; Grigorios Loukides; Mehmet Ercan Nergiz; Yücel Saygin; Bradley A. Malin (IEEE Trans. Inf. Technol. Biomed., 2012)

Location Bias of Identifiers in Clinical Narratives. - David A. Hanauer; Qiaozhu Mei; Bradley A. Malin; Kai Zheng 002 (AMIA, 2013)

Scalable and robust key group size estimation for reducer load balancing in MapReduce. - Wei Yan; Yuan Xue 001; Bradley A. Malin (IEEE BigData, 2013)

Efficient discovery of de-identification policy options through a risk-utility frontier. - Weiyi Xia; Raymond Heatherly; Xiaofeng Ding 001; Jiuyong Li; Bradley A. Malin (CODASPY, 2013)

Efficient privacy-aware record integration. - Mehmet Kuzu; Murat Kantarcioglu; Ali Inan; Elisa Bertino; Elizabeth Durham; Bradley A. Malin (EDBT, 2013)

Scalable load balancing for mapreduce-based record linkage. - Wei Yan; Yuan Xue 001; Bradley A. Malin (IPCCC, 2013)

Modeling and detecting anomalous topic access. - Siddharth Gupta 005; Casey Hanson; Carl A. Gunter; Mario Frank 001; David M. Liebovitz; Bradley A. Malin (ISI, 2013)

Automatic Clinical Text De-Identification: Is It Worth It, and Could It Work for Me? - Stéphane M. Meystre; Hercules Dalianis; John S. Aberdeen; Bradley A. Malin (MedInfo, 2013)

Evolving role definitions through permission invocation patterns. - Wen Zhang; You Chen 001; Carl A. Gunter; David M. Liebovitz; Bradley A. Malin (SACMAT, 2013)

Requirements and Design for an Extensible Toolkit for Analyzing EMR Audit Logs. - Eric Duffy; Steve Nyemba; Carl A. Gunter; David M. Liebovitz; Bradley A. Malin (HealthTech, 2013)

Reducing patient re-identification risk for laboratory results within research datasets. - Ravi V. Atreya; Joshua C. Smith; Allison B. McCoy; Bradley A. Malin; Randolph A. Miller (J. Am. Medical Informatics Assoc., 2013)

Hiding in plain sight: use of realistic surrogates to reduce exposure of protected health information in clinical text. - David Carrell; Bradley A. Malin; John S. Aberdeen; Samuel Bayer; Cheryl Clark; Ben Wellner; Lynette Hirschman (J. Am. Medical Informatics Assoc., 2013)

A practical approach to achieve private medical record linkage in light of public resources. - Mehmet Kuzu; Murat Kantarcioglu; Elizabeth Ashley Durham; Csaba Tóth; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2013)

Biomedical data privacy: problems, perspectives, and recent advances. - Bradley A. Malin; Khaled El Emam; Christine M. O'Keefe (J. Am. Medical Informatics Assoc., 2013)

Mining Deviations from Patient Care Pathways via Electronic Medical Record System Audits. - He Zhang; Sanjay Mehrotra; David M. Liebovitz; Carl A. Gunter; Bradley A. Malin (ACM Trans. Manag. Inf. Syst., 2013)

SOEMPI: A Secure Open Enterprise Master Patient Index Software Toolkit for Private Record Linkage. - Csaba Tóth; Elizabeth Ashley Durham; Murat Kantarcioglu; Yuan Xue 001; Bradley A. Malin (AMIA, 2014)

Decide Now or Decide Later?: Quantifying the Tradeoff between Prospective and Retrospective Access Decisions. - Wen Zhang; You Chen 001; Thaddeus Cybulski; Daniel Fabbri; Carl A. Gunter; Patrick N. Lawlor; David M. Liebovitz; Bradley A. Malin (CCS, 2014)

SecureMA: protecting participant privacy in genetic association meta-analysis. - Wei Xie 002; Murat Kantarcioglu; William S. Bush; Dana C. Crawford; Joshua C. Denny; Raymond Heatherly; Bradley A. Malin (Bioinform., 2014)

Privacy and Security in the Genomic Era. - Muhammad Naveed 001; Erman Ayday; Ellen Wright Clayton; Jacques Fellay; Carl A. Gunter; Jean-Pierre Hubaux; Bradley A. Malin; XiaoFeng Wang 001 (CoRR, 2014)

We work with them? Healthcare workers interpretation of organizational relations mined from electronic health records. - You Chen 001; Nancy M. Lorenzi; Steve Nyemba; Jonathan S. Schildcrout; Bradley A. Malin (Int. J. Medical Informatics, 2014)

De-identification of clinical narratives through writing complexity measures. - Muqun Li; David Carrell; John S. Aberdeen; Lynette Hirschman; Bradley A. Malin (Int. J. Medical Informatics, 2014)

Predicting changes in hypertension control using electronic health records from a chronic disease management program. - Jimeng Sun 001; Candace D. McNaughton; Ping Zhang 016; Adam Perer; Aris Gkoulalas-Divanis; Joshua C. Denny; Jacqueline Kirby; Thomas A. Lasko; Alexander Saip; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2014)

Size matters: How population size influences genotype-phenotype association studies in anonymized data. - Raymond Heatherly; Joshua C. Denny; Jonathan L. Haines; Dan M. Roden; Bradley A. Malin (J. Biomed. Informatics, 2014)

Limestone: High-throughput candidate phenotype generation via tensor factorization. - Joyce C. Ho; Joydeep Ghosh; Steven R. Steinhubl; Walter F. Stewart; Joshua C. Denny; Bradley A. Malin; Jimeng Sun 001 (J. Biomed. Informatics, 2014)

PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records. - Kenney Ng; Amol Ghoting; Steven R. Steinhubl; Walter F. Stewart; Bradley A. Malin; Jimeng Sun 001 (J. Biomed. Informatics, 2014)

A probabilistic approach to mitigate composition attacks on privacy in non-coordinated environments. - A. H. M. Sarowar Sattar; Jiuyong Li; Jixue Liu; Raymond Heatherly; Bradley A. Malin (Knowl. Based Syst., 2014)

A community assessment of privacy preserving techniques for human genomes. - Xiaoqian Jiang; Yongan Zhao; Xiaofeng Fang; Bradley A. Malin; Shuang Wang 002; Lucila Ohno-Machado; Haixu Tang (BMC Medical Informatics Decis. Mak., 2014)

Composite Bloom Filters for Secure Record Linkage. - Elizabeth Ashley Durham; Murat Kantarcioglu; Yuan Xue 001; Csaba Tóth; Mehmet Kuzu; Bradley A. Malin (IEEE Trans. Knowl. Data Eng., 2014)

Methods to Mitigate Risk of Composition Attack in Independent Data Publications. - Jiuyong Li; Sarowar A. Sattar; Muzammil M. Baig; Jixue Liu; Raymond Heatherly; Qiang Tang 001; Bradley A. Malin (Medical Data Privacy Handbook, 2015)

Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization. - You Chen 001; Wei Xie 002; Carl A. Gunter; David M. Liebovitz; Sanjay Mehrotra; He Zhang; Bradley A. Malin (AMIA, 2015)

Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms. - Amanda Hicks; William R. Hogan; Michael W. Rutherford; Bradley A. Malin; Mengjun Xie; Christiane Fellbaum; Zhijun Yin; Daniel Fabbri; Josh Hanna; Jiang Bian 001 (AMIA, 2015)

Patient privacy and "de-identified" health records in the genomic era. - Jessica D. Tenenbaum; Greg Biggers; Bradley A. Malin; Lucila Ohno-Machado; Leslie Wolf (AMIA, 2015)

Discovering de facto diagnosis specialties. - Xun Lu; Aston Zhang; Carl A. Gunter; Daniel Fabbri; David M. Liebovitz; Bradley A. Malin (BCB, 2015)

Process-Driven Data Privacy. - Weiyi Xia; Murat Kantarcioglu; Zhiyu Wan; Raymond Heatherly; Yevgeniy Vorobeychik; Bradley A. Malin (CIKM, 2015)

Privacy-aware dynamic feature selection. - Erman Pattuk; Murat Kantarcioglu; Huseyin Ulusoy; Bradley A. Malin (ICDE, 2015)

Iterative Classification for Sanitizing Large-Scale Datasets. - Bo Li 026; Yevgeniy Vorobeychik; Muqun Li; Bradley A. Malin (ICDM, 2015)

Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. - Yichen Wang 001; Robert Chen 001; Joydeep Ghosh; Joshua C. Denny; Abel N. Kho; You Chen 001; Bradley A. Malin; Jimeng Sun 001 (KDD, 2015)

Privacy in the Genomic Era. - Muhammad Naveed 001; Erman Ayday; Ellen Wright Clayton; Jacques Fellay; Carl A. Gunter; Jean-Pierre Hubaux; Bradley A. Malin; XiaoFeng Wang 001 (ACM Comput. Surv., 2015)

Genomic Privacy (Dagstuhl Seminar 15431). - Jean-Pierre Hubaux; Stefan Katzenbeisser 001; Bradley A. Malin; Gene Tsudik (Dagstuhl Reports, 2015)

Design and implementation of a privacy preserving electronic health record linkage tool in Chicago. - Abel N. Kho; John P. Cashy; Kathryn L. Jackson; Adam R. Pah; Satyender Goel; Jörn Boehnke; John Eric Humphries; Scott Duke Kominers; Bala Hota; Shannon A. Sims; Bradley A. Malin; Dustin D. French; et al. (J. Am. Medical Informatics Assoc., 2015)

R-U policy frontiers for health data de-identification. - Weiyi Xia; Raymond Heatherly; Xiaofeng Ding 001; Jiuyong Li; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2015)

Building bridges across electronic health record systems through inferred phenotypic topics. - You Chen 001; Joydeep Ghosh; Cosmin Adrian Bejan; Carl A. Gunter; Siddharth Gupta 005; Abel N. Kho; David M. Liebovitz; Jimeng Sun 001; Joshua C. Denny; Bradley A. Malin (J. Biomed. Informatics, 2015)

Big Data for Healthcare and Life Sciences: Learning Useful Insights from Imperfect Data. - Jianying Hu; Nigam H. Shah; Bradley A. Malin; Patrick B. Ryan; Anil Jain (AMIA, 2016)

Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients. - Lina M. Sulieman; Daniel Fabbri; Fei Wang 001; Jianying Hu; Bradley A. Malin (AMIA, 2016)

Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients. - Chao Yan 004; You Chen 001; Bo Li 026; David M. Liebovitz; Bradley A. Malin (AMIA, 2016)

CheapSMC: A Framework to Minimize Secure Multiparty Computation Cost in the Cloud. - Erman Pattuk; Murat Kantarcioglu; Huseyin Ulusoy; Bradley A. Malin (DBSec, 2016)

Optimizing secure classification performance with privacy-aware feature selection. - Erman Pattuk; Murat Kantarcioglu; Huseyin Ulusoy; Bradley A. Malin (ICDE, 2016)

#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information. - Zhijun Yin; You Chen 001; Daniel Fabbri; Jimeng Sun 001; Bradley A. Malin (ICWSM, 2016)

CheapSMC: A Framework to Minimize SMC Cost in Cloud. - Erman Pattuk; Murat Kantarcioglu; Huseyin Ulusoy; Bradley A. Malin (CoRR, 2016)

A multi-institution evaluation of clinical profile anonymization. - Raymond Heatherly; Luke V. Rasmussen; Peggy L. Peissig; Jennifer A. Pacheco; Paul A. Harris; Joshua C. Denny; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2016)

Preserving temporal relations in clinical data while maintaining privacy. - George Hripcsak; Parsa Mirhaji; Alexander F. H. Low; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2016)

Optimizing annotation resources for natural language de-identification via a game theoretic framework. - Muqun Li; David Carrell; John S. Aberdeen; Lynette Hirschman; Jacqueline Kirby; Bo Li 026; Yevgeniy Vorobeychik; Bradley A. Malin (J. Biomed. Informatics, 2016)

A Game-Theoretic Approach for Alert Prioritization. - Aron Laszka; Yevgeniy Vorobeychik; Daniel Fabbri; Chao Yan 004; Bradley A. Malin (AAAI Workshops, 2017)

Evaluating the Effectiveness of Auditing Rules for Electronic Health Record Systems. - Monica Hedda; Bradley A. Malin; Chao Yan 004; Daniel Fabbri (AMIA, 2017)

An Open Source Tool for Game Theoretic Health Data De-Identification. - Fabian Prasser; James Gaupp; Zhiyu Wan; Weiyi Xia; Yevgeniy Vorobeychik; Murat Kantarcioglu; Klaus A. Kuhn; Bradley A. Malin (AMIA, 2017)

Computational Phenotyping on Diverse Data Sources. - Jimeng Sun 001; Bradley A. Malin; Abel N. Kho; Mark W. Craven; Joydeep Ghosh (AMIA, 2017)

Talking About My Care: Detecting Mentions of Hormonal Therapy Adherence Behavior in an Online Breast Cancer Community. - Zhijun Yin; Wei Xie 002; Bradley A. Malin (AMIA, 2017)

Reciprocity and its Association with Treatment Adherence in an Online Breast Cancer Forum. - Zhijun Yin; Lijun Song; Bradley A. Malin (CBMS, 2017)

Building a Dossier on the Cheap: Integrating Distributed Personal Data Resources Under Cost Constraints. - Imrul Chowdhury Anindya; Harichandan Roy; Murat Kantarcioglu; Bradley A. Malin (CIKM, 2017)

Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping. - Jette Henderson; Joyce C. Ho; Abel N. Kho; Joshua C. Denny; Bradley A. Malin; Jimeng Sun 001; Joydeep Ghosh (ICHI, 2017)

The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum. - Zhijun Yin; Bradley A. Malin; Jeremy L. Warner; Pei-Yun Sabrina Hsueh; Ching-Hua Chen (ICWSM, 2017)

Predicting Length of Stay for Obstetric Patients via Electronic Medical Records. - Cheng Gao; Abel N. Kho; Catherine Ivory; Sarah Osmundson; Bradley A. Malin; You Chen 001 (MedInfo, 2017)

Generating Multi-label Discrete Patient Records using Generative Adversarial Networks. - Edward Choi; Siddharth Biswal; Bradley A. Malin; Jon Duke; Walter F. Stewart; Jimeng Sun 001 (MLHC, 2017)

A Data-Driven Analysis of the Influence of Care Coordination on Trauma Outcome. - You Chen 001; Mayur B. Patel; Candace D. McNaughton; Bradley A. Malin (CoRR, 2017)

Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks. - Edward Choi; Siddharth Biswal; Bradley A. Malin; Jon Duke; Walter F. Stewart; Jimeng Sun 001 (CoRR, 2017)

Systematizing Genomic Privacy Research - A Critical Analysis. - Alexandros Mittos; Bradley A. Malin; Emiliano De Cristofaro (CoRR, 2017)

Genomic Data Privacy and Security: Where We Stand and Where We Are Heading. - Jean-Pierre Hubaux; Stefan Katzenbeisser 001; Bradley A. Malin (IEEE Secur. Priv., 2017)

Identifying collaborative care teams through electronic medical record utilization patterns. - You Chen 001; Nancy M. Lorenzi; Warren S. Sandberg; Kelly Wolgast; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2017)

Towards a privacy preserving cohort discovery framework for clinical research networks. - Jiawei Yuan; Bradley A. Malin; François Modave; Yi Guo 005; William R. Hogan; Elizabeth Shenkman; Jiang Bian 001 (J. Biomed. Informatics, 2017)

Scalable Iterative Classification for Sanitizing Large-Scale Datasets. - Bo Li 026; Yevgeniy Vorobeychik; Muqun Li; Bradley A. Malin (IEEE Trans. Knowl. Data Eng., 2017)

Crowdsourcing Clinical Chart Reviews. - Joseph R. Coco; Cheng Ye 001; Chen Hajaj; Yevgeniy Vorobeychik; Joshua C. Denny; Laurie L. Novak; Bradley A. Malin; Thomas A. Lasko; Daniel Fabbri (AMIA, 2018)

Phenotyping through Semi-Supervised Tensor Factorization (PSST). - Jette Henderson; Huan He; Bradley A. Malin; Joshua C. Denny; Abel N. Kho; Joydeep Ghosh; Joyce C. Ho (AMIA, 2018)

Detecting the Presence of an Individual in Phenotypic Summary Data. - Yongtai Liu; Zhiyu Wan; Weiyi Xia; Murat Kantarcioglu; Yevgeniy Vorobeychik; Ellen Wright Clayton; Abel N. Kho; David S. Carrell; Bradley A. Malin (AMIA, 2018)

Learning When Communications Between Healthcare Providers Indicate Hormonal Therapy Medication Discontinuation. - Zhijun Yin; Jeremy L. Warner; Bradley A. Malin (AMIA, 2018)

Mining the Best Observational Window to Model Social Phenomena. - Chao Yan 004; Zhijun Yin; Stanley Xiang; You Chen 001; Yevgeniy Vorobeychik; Daniel Fabbri; Abel N. Kho; David M. Liebovitz; Bradley A. Malin (CIC, 2018)

Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. - Chao Yan 004; Bo Li 026; Yevgeniy Vorobeychik; Aron Laszka; Daniel Fabbri; Bradley A. Malin (ICDE, 2018)

PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization. - Jette Henderson; Bradley A. Malin; Joyce C. Ho; Joydeep Ghosh (CoRR, 2018)

Interaction patterns of trauma providers are associated with length of stay. - You Chen 001; Mayur B. Patel; Candace D. McNaughton; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2018)

It's all in the timing: calibrating temporal penalties for biomedical data sharing. - Weiyi Xia; Zhiyu Wan; Zhijun Yin; James Gaupp; Yongtai Liu; Ellen Wright Clayton; Murat Kantarcioglu; Yevgeniy Vorobeychik; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2018)

The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation. - Zhijun Yin; Morgan Harrell; Jeremy L. Warner; Qingxia Chen; Daniel Fabbri; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2018)

Learning bundled care opportunities from electronic medical records. - You Chen 001; Abel N. Kho; David M. Liebovitz; Catherine Ivory; Sarah Osmundson; Jiang Bian 001; Bradley A. Malin (J. Biomed. Informatics, 2018)

Development of an automated phenotyping algorithm for hepatorenal syndrome. - Jejo D. Koola; Sharon E. Davis; Omar Al-Nimri; Sharidan K. Parr; Daniel Fabbri; Bradley A. Malin; Samuel B. Ho; Michael E. Matheny (J. Biomed. Informatics, 2018)

GenoPri'16: International Workshop on Genome Privacy and Security. - Erman Ayday; Xiaoqian Jiang; Bradley A. Malin (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

Corpus Size Influences Clinical Concept Embeddings. - Cheng Gao; Chao Yan 004; Bradley A. Malin; You Chen 001 (AMIA, 2019)

Biomedical Research Cohort Membership Disclosure on Social Media. - Yongtai Liu; Chao Yan 004; Zhijun Yin; Zhiyu Wan; Weiyi Xia; Murat Kantarcioglu; Yevgeniy Vorobeychik; Ellen Wright Clayton; Bradley A. Malin (AMIA, 2019)

Public Attitudes Toward Direct to Consumer Genetic Testing. - Grayson Ruhl; James Hazel; Ellen Wright Clayton; Bradley A. Malin (AMIA, 2019)

Why Patient Portal Messages Indicate Risk of Readmission for Patients with Ischemic Heart Disease. - Lina M. Sulieman; Zhijun Yin; Bradley A. Malin (AMIA, 2019)

Patient Messaging Content Associated with Initiating Hormonal Therapy after a Breast Cancer Diagnosis. - Zhijun Yin; Jeremy L. Warner; Qingxia Chen; Bradley A. Malin (AMIA, 2019)

Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged Stays. - Cheng Gao; Abel N. Kho; Sarah Osmundson; Bradley A. Malin; You Chen 001 (ICHI, 2019)

A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health Records. - Cheng Gao; Chao Yan 004; Sarah Osmundson; Bradley A. Malin; You Chen 001 (ICHI, 2019)

Deep Imputation of Temporal Data. - Chao Yan 004; Cheng Gao; Xinmeng Zhang; You Chen 001; Bradley A. Malin (ICHI, 2019)

XGBoost Imputation for Time Series Data. - Xinmeng Zhang; Chao Yan 004; Cheng Gao; Bradley A. Malin; You Chen 001 (ICHI, 2019)

Learning to Identify Severe Maternal Morbidity from Electronic Health Records. - Cheng Gao; Sarah Osmundson; Xiaowei Yan; Digna Velez Edwards; Bradley A. Malin; You Chen 001 (MedInfo, 2019)

Leveraging Electronic Health Records to Learn Progression Path for Severe Maternal Morbidity. - Cheng Gao; Sarah Osmundson; Xiaowei Yan; Digna Velez Edwards; Bradley A. Malin; You Chen 001 (MedInfo, 2019)

Determining the Impact of Missing Values on Blocking in Record Linkage. - Imrul Chowdhury Anindya; Murat Kantarcioglu; Bradley A. Malin (PAKDD (3), 2019)

CP Tensor Decomposition with Cannot-Link Intermode Constraints. - Jette Henderson; Bradley A. Malin; Joshua C. Denny; Abel N. Kho; Jimeng Sun 001; Joydeep Ghosh; Joyce C. Ho (SDM, 2019)

A Semantic Cover Approach for Topic Modeling. - Rajagopal Venkatesaramani; Doug Downey; Bradley A. Malin; Yevgeniy Vorobeychik (*SEM@NAACL-HLT, 2019)

Health and Kinship Matter: Learning About Direct-To-Consumer Genetic Testing User Experiences via Online Discussions. - Zhijun Yin; Lijun Song; Ellen Wright Clayton; Bradley A. Malin (CoRR, 2019)

The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight. - David S. Carrell; David J. Cronkite; Muqun (Rachel) Li; Steve Nyemba; Bradley A. Malin; John S. Aberdeen; Lynette Hirschman (J. Am. Medical Informatics Assoc., 2019)

A systematic literature review of machine learning in online personal health data. - Zhijun Yin; Lina M. Sulieman; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2019)

Deep learning predicts extreme preterm birth from electronic health records. - Cheng Gao; Sarah Osmundson; Digna Velez Edwards; Gretchen Purcell Jackson; Bradley A. Malin; You Chen 001 (J. Biomed. Informatics, 2019)

Systematizing Genome Privacy Research: A Privacy-Enhancing Technologies Perspective. - Alexandros Mittos; Bradley A. Malin; Emiliano De Cristofaro (Proc. Priv. Enhancing Technol., 2019)

Database Audit Workload Prioritization via Game Theory. - Chao Yan 004; Bo Li 026; Yevgeniy Vorobeychik; Aron Laszka; Daniel Fabbri; Bradley A. Malin (ACM Trans. Priv. Secur., 2019)

Generating Electronic Health Records with Multiple Data Types and Constraints. - Chao Yan 004; Ziqi Zhang 005; Steve Nyemba; Bradley A. Malin (AMIA, 2020)

Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs. - Barrett Jones; Xinmeng Zhang; Bradley A. Malin; You Chen 001 (AMIA, 2020)

De-Identification of Clinical Text: Stakeholders' Perspectives and Acceptance of Automatic De-Identification. - Stéphane M. Meystre; Jonathan C. Silverstein; Guergana Savova; Valentina Petkov; Bradley A. Malin (AMIA, 2020)

To Warn or Not to Warn: Online Signaling in Audit Games. - Chao Yan 004; Haifeng Xu; Yevgeniy Vorobeychik; Bo Li 026; Daniel Fabbri; Bradley A. Malin (ICDE, 2020)

A Framework for Privacy-Preserving Genomic Data Analysis Using Trusted Execution Environments. - Aref Asvadishirehjini; Murat Kantarcioglu; Bradley A. Malin (TPS-ISA, 2020)

Leveraging Blockchain for Immutable Logging and Querying Across Multiple Sites. - Mustafa Safa Özdayi; Murat Kantarcioglu; Bradley A. Malin (CoRR, 2020)

GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment. - Aref Asvadishirehjini; Murat Kantarcioglu; Bradley A. Malin (CoRR, 2020)

EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. - Siddharth Biswal; Soumya Ghosh; Jon Duke; Bradley A. Malin; Walter F. Stewart; Jimeng Sun 001 (CoRR, 2020)

Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers. - David S. Carrell; Bradley A. Malin; David J. Cronkite; John S. Aberdeen; Cheryl Clark; Muqun (Rachel) Li; Dikshya Bastakoty; Steve Nyemba; Lynette Hirschman (J. Am. Medical Informatics Assoc., 2020)

SCOR: A secure international informatics infrastructure to investigate COVID-19. - Jean Louis Raisaro; Francesco Marino; Juan Ramón Troncoso-Pastoriza; Raphaelle Beau-Lejdstrom; Riccardo Bellazzi; Robert Murphy; Elmer V. Bernstam; Henry Wang; Mauro Bucalo; Yong Chen 016; Assaf Gottlieb; Arif Ozgun Harmanci; et al. (J. Am. Medical Informatics Assoc., 2020)

Ensuring electronic medical record simulation through better training, modeling, and evaluation. - Ziqi Zhang 005; Chao Yan 004; Diego A. Mesa; Jimeng Sun 001; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2020)

Predicting Missing Values in Medical Data Via XGBoost Regression. - Xinmeng Zhang; Chao Yan 004; Cheng Gao; Bradley A. Malin; You Chen 001 (J. Heal. Informatics Res., 2020)

Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program. - Chao Yan 004; Steve Nyemba; Kelsey R. Mayo; Ziqi Zhang 005; Francis Ratsimbazafy; Bradley A. Malin (AMIA, 2021)

Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic. - Cheng Gao; Bradley A. Malin; You Chen 001 (AMIA, 2021)

De-identifying Socioeconomic Data at the Census Tract Level for Medical Research Through Constraint-based Clustering. - Yongtai Liu; Douglas Conway; Zhiyu Wan; Murat Kantarcioglu; Yevgeniy Vorobeychik; Bradley A. Malin (AMIA, 2021)

Predicting Next-Day Discharge via Electronic Health Record Audit Logs. - Xinmeng Zhang; Chao Yan 004; Mayur B. Patel; Bradley A. Malin; You Chen 001 (AMIA, 2021)

CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning. - Ziqi Zhang 005; Chao Yan 004; Xinmeng Zhang; Steve Nyemba; Bradley A. Malin (AMIA, 2021)

Perioperative Care Structures and Non-Routine Events: Network Analysis. - You Chen 001; Mhd Wael Alrifai; Yang Gong; Rhodes Evan; Jason Slagle; Bradley A. Malin; Daniel J. France (MedInfo, 2021)

Telehealth Uptake into Primary Care During the COVID-19 Pandemic. - Cheng Gao; Bradley A. Malin; You Chen 001 (MedInfo, 2021)

Telehealth Use in the COVID-19 Pandemic: A Retrospective Study of Prenatal Care. - Cheng Gao; Sarah Osmundson; Bradley A. Malin; You Chen 001 (MedInfo, 2021)

EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. - Siddharth Biswal; Soumya Ghosh; Jon Duke; Bradley A. Malin; Walter F. Stewart; Cao Xiao; Jimeng Sun 001 (MLHC, 2021)

Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy. - Eugene Jeong; Sarah Osmundson; Cheng Gao; Digna Velez Edwards; Bradley A. Malin; You Chen 001 (Comput. Methods Programs Biomed., 2021)

Re-identification of Individuals in Genomic Datasets Using Public Face Images. - Rajagopal Venkatesaramani; Bradley A. Malin; Yevgeniy Vorobeychik (CoRR, 2021)

Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge. - Prithwish Chakraborty; James V. Codella; Piyush Madan; Ying Li 053; Hu Huang 004; Yoonyoung Park; Chao Yan 004; Ziqi Zhang 005; Cheng Gao; Steve Nyemba; Xu Min; Sanjib Basak; et al. (CoRR, 2021)

Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic. - J. Thomas Brown; Chao Yan 004; Weiyi Xia; Zhijun Yin; Zhiyu Wan; Aris Gkoulalas-Divanis; Murat Kantarcioglu; Bradley A. Malin (CoRR, 2021)

Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning. - Bob Chen 001; Wael Alrifai; Cheng Gao; Barrett Jones; Laurie L. Novak; Nancy M. Lorenzi; Daniel J. France; Bradley A. Malin; You Chen 001 (J. Am. Medical Informatics Assoc., 2021)

Predicting brain function status changes in critically ill patients via Machine learning. - Chao Yan 004; Cheng Gao; Ziqi Zhang 005; Wencong Chen; Bradley A. Malin; Eugene Wesley Ely; Mayur B. Patel; You Chen 001 (J. Am. Medical Informatics Assoc., 2021)

SynTEG: a framework for temporal structured electronic health data simulation. - Ziqi Zhang 005; Chao Yan 004; Thomas A. Lasko; Jimeng Sun 001; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2021)

Predicting next-day discharge via electronic health record access logs. - Xinmeng Zhang; Chao Yan 004; Bradley A. Malin; Mayur B. Patel; You Chen 001 (J. Am. Medical Informatics Assoc., 2021)

Leveraging medical context to recommend semantically similar terms for chart reviews. - Cheng Ye 001; Bradley A. Malin; Daniel Fabbri (BMC Medical Informatics Decis. Mak., 2021)

Building a best-in-class automated de-identification tool for electronic health records through ensemble learning. - Karthik Murugadoss; Ajit Rajasekharan; Bradley A. Malin; Vineet Agarwal; Sairam Bade; Jeff R. Anderson; Jason L. Ross; William A. Faubion Jr.; John D. Halamka; Venky Soundararajan; Sankar Ardhanari (Patterns, 2021)

Lucene-P$^2$2: A Distributed Platform for Privacy-Preserving Text-Based Search. - Nitish M. Uplavikar; Bradley A. Malin; Wei Jiang 026 (IEEE Trans. Dependable Secur. Comput., 2021)

Re-identification of Individuals in Genomic Datasets Using Public Face Images. - Rajagopal Venkatesaramani; Bradley A. Malin; Yevgeniy Vorobeychik (Zenodo, 2021)

Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking. - Chao Yan 004; Yao Yan; Ziqi Zhang 005; Zhiyu Wan; Justin Guinney; Sean D. Mooney; Bradley A. Malin (AMIA, 2022)

A Representativeness-informed Model for Research Record Selection from Electronic Medical Record Systems. - Victor A. Borza; Ellen Wright Clayton; Murat Kantarcioglu; Yevgeniy Vorobeychik; Bradley A. Malin (AMIA, 2022)

Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting Policies. - James Thomas Brown; Zhiyu Wan; Aris Gkoulalas-Divanis; Murat Kantarcioglu; Bradley A. Malin (AMIA, 2022)

How to Achieve Privacy in Large Diverse Health Systems. - Gamze Gürsoy; Bradley A. Malin; Erman Ayday; Ellen Wright Clayton (AMIA, 2022)

A Scalable Tool for Realistic Health Data Re-identification Risk Assessment. - Weiyi Xia; Yongtai Liu; Zhiyu Wan; Yevgeniy Vorobeychik; Murat Kantarcioglu; Ellen Wright Clayton; Bradley A. Malin (AMIA, 2022)

Privacy-Preserving Publishing of Individual-Level Pandemic Data Based on a Game Theoretic Model. - Abinitha Gourabathina; Zhiyu Wan; J. Thomas Brown; Chao Yan 004; Bradley A. Malin (BIBM, 2022)

GINN: Fast GPU-TEE Based Integrity for Neural Network Training. - Aref Asvadishirehjini; Murat Kantarcioglu; Bradley A. Malin (CODASPY, 2022)

"Rough Day ... Need a Hug": Learning Challenges and Experiences of the Alzheimer's Disease and Related Dementia Caregivers on Reddit. - Congning Ni; Bradley A. Malin; Lijun Song; Angela L. Jefferson; Patricia Commiskey; Zhijun Yin (ICWSM, 2022)

How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study. - Xinmeng Zhang; Zhiyu Wan; Chao Yan 004; J. Thomas Brown; Weiyi Xia; Aris Gkoulalas-Divanis; Murat Kantarcioglu; Bradley A. Malin (PSD, 2022)

Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database. - Steve Nyemba; Chao Yan 004; Ziqi Zhang 005; Amol Rajmane; Pablo Meyer 001; Prithwish Chakraborty; Bradley A. Malin (CoRR, 2022)

A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models. - Chao Yan 004; Yao Yan; Zhiyu Wan; Ziqi Zhang 005; Larsson Omberg; Justin Guinney; Sean D. Mooney; Bradley A. Malin (CoRR, 2022)

A Roadmap for Greater Public Use of Privacy-Sensitive Government Data: Workshop Report. - Chris Clifton; Bradley A. Malin; Anna Oganian; Ramesh Raskar; Vivek Sharma 001 (CoRR, 2022)

Risk of re-identification for shared clinical speech recordings. - Daniela A. Wiepert; Bradley A. Malin; Joseph R. Duffy; Rene L. Utianski; John L. Stricker; David T. Jones; Hugo Botha (CoRR, 2022)

Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic. - J. Thomas Brown; Chao Yan 004; Weiyi Xia; Zhijun Yin; Zhiyu Wan; Aris Gkoulalas-Divanis; Murat Kantarcioglu; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2022)

Dobbs and the future of health data privacy for patients and healthcare organizations. - Ellen Wright Clayton; Peter J. Embí; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2022)

Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation. - Ziqi Zhang 005; Chao Yan 004; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2022)

Forecasting the future clinical events of a patient through contrastive learning. - Ziqi Zhang 005; Chao Yan 004; Xinmeng Zhang; Steve Nyemba; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2022)

Membership inference attacks against synthetic health data. - Ziqi Zhang 005; Chao Yan 004; Bradley A. Malin (J. Biomed. Informatics, 2022)

SAC³: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency. - Jiaxin Zhang 005; Zhuohang Li; Kamalika Das; Bradley A. Malin; Kumar Sricharan (EMNLP (Findings), 2023)

Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics. - Rajagopal Venkatesaramani; Zhiyu Wan; Bradley A. Malin; Yevgeniy Vorobeychik (CoRR, 2023)

Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics. - Zhuohang Li; Chao Yan 004; Xinmeng Zhang; Gharib Gharibi; Zhijun Yin; Xiaoqian Jiang; Bradley A. Malin (CoRR, 2023)

Learning From Peers: A Survey of Perception and Utilization of Online Peer Support Among Informal Dementia Caregivers. - Zhijun Yin; Lauren Stratton; Qingyuan Song; Congning Ni; Lijun Song; Patricia A. Commiskey; Qingxia Chen; Mónica Moreno; Sam Fazio; Bradley A. Malin (CoRR, 2023)

SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency. - Jiaxin Zhang 005; Zhuohang Li; Kamalika Das; Bradley A. Malin; Kumar Sricharan (CoRR, 2023)

Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness. - Gongbo Zhang; Qiao Jin 001; Denis Jered McInerney; Yong Chen 016; Fei Wang 001; Curtis L. Cole; Qian Yang 004; Yanshan Wang; Bradley A. Malin; Mor Peleg; Byron C. Wallace; Zhiyong Lu; et al. (CoRR, 2023)

Managing re-identification risks while providing access to the All of Us research program. - 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 (J. Am. Medical Informatics Assoc., 2023)

Defending Against Membership Inference Attacks on Beacon Services. - Rajagopal Venkatesaramani; Zhiyu Wan; Bradley A. Malin; Yevgeniy Vorobeychik (ACM Trans. Priv. Secur., 2023)

Analyzing Inference Privacy Risks Through Gradients In Machine Learning. - Zhuohang Li; Andrew Lowy; Jing Liu 009; Toshiaki Koike-Akino; Kieran Parsons; Bradley A. Malin; Ye Wang 001 (CCS, 2024)

Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models. - Wendi Cui; Zhuohang Li; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan; Jiaxin Zhang 005 (EMNLP (Industry Track), 2024)

Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation. - Zhuohang Li; Jiaxin Zhang 005; Chao Yan 004; Kamalika Das; Kumar Sricharan; Murat Kantarcioglu; Bradley A. Malin (EMNLP, 2024)

A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality. - Huan He; William Hao; Yuanzhe Xi; Yong Chen 016; Bradley A. Malin; Joyce C. Ho (ICLR, 2024)

Robin Hood: A De-identification Method to Preserve Minority Representation for Disparities Research. - James Thomas Brown; Ellen Wright Clayton; Michael E. Matheny; Murat Kantarcioglu; Yevgeniy Vorobeychik; Bradley A. Malin (PSD, 2024)

DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (CoRR, 2024)

PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Hao Sun; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (CoRR, 2024)

A Game-Theoretic Approach to Privacy-Utility Tradeoff in Sharing Genomic Summary Statistics. - Tao Zhang; Rajagopal Venkatesaramani; Rajat K. De; Bradley A. Malin; Yevgeniy Vorobeychik (CoRR, 2024)

Dataset Representativeness and Downstream Task Fairness. - Victor A. Borza; Andrew Estornell; Chien-Ju Ho; Bradley A. Malin; Yevgeniy Vorobeychik (CoRR, 2024)

Adaptive Recruitment Resource Allocation to Improve Cohort Representativeness in Participatory Biomedical Datasets. - Victor A. Borza; Andrew Estornell; Ellen Wright Clayton; Chien-Ju Ho; Russell Rothman; Yevgeniy Vorobeychik; Bradley A. Malin (CoRR, 2024)

Confounding Privacy and Inverse Composition. - Tao Zhang; Bradley A. Malin; Netanel Raviv; Yevgeniy Vorobeychik (CoRR, 2024)

Exploring User-level Gradient Inversion with a Diffusion Prior. - Zhuohang Li; Andrew Lowy; Jing Liu 009; Toshiaki Koike-Akino; Bradley A. Malin; Kieran Parsons; Ye Wang 001 (CoRR, 2024)

Bayes-Nash Generative Privacy Protection Against Membership Inference Attacks. - Tao Zhang; Rajagopal Venkatesaramani; Rajat K. De; Bradley A. Malin; Yevgeniy Vorobeychik (CoRR, 2024)

Environment Scan of Generative AI Infrastructure for Clinical and Translational Science. - Betina Idnay; Zihan Xu; William G. Adams; Mohammad Adibuzzaman; Nicholas R. Anderson 001; Neil Bahroos; Douglas S. Bell; Cody Bumgardner; Thomas R. Campion Jr.; Victor M. Castro; James J. Cimino; I. Glenn Cohen; et al. (CoRR, 2024)

Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework. - Jiayi Tong; Yishan Shen; Alice Xu; Xing He 003; Chongliang Luo; Mackenzie J. Edmondson; Dazheng Zhang; Yiwen Lu; Chao Yan 004; Ruowang Li; Lianne Siegel; Lichao Sun 001; et al. (J. Am. Medical Informatics Assoc., 2024)

Large language models facilitate the generation of electronic health record phenotyping algorithms. - Chao Yan 004; Henry H. Ong; Monika E. Grabowska; Matthew S. Krantz; Wu-Chen Su; Alyson L. Dickson; Josh F. Peterson; QiPing Feng; Dan M. Roden; C. Michael Stein; Vern Eric Kerchberger; Bradley A. Malin; et al. (J. Am. Medical Informatics Assoc., 2024)

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness. - Gongbo Zhang; Qiao Jin 001; Denis Jered McInerney; Yong Chen 016; Fei Wang 001; Curtis L. Cole; Qian Yang 004; Yanshan Wang; Bradley A. Malin; Mor Peleg; Byron C. Wallace; Zhiyong Lu; et al. (J. Biomed. Informatics, 2024)

Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer's disease with real-world clinical validation. - Chao Yan 004; Monika E. Grabowska; Alyson L. Dickson; Bingshan Li; Zhexing Wen; Dan M. Roden; C. Michael Stein; Peter J. Embí; Josh F. Peterson; QiPing Feng; Bradley A. Malin; Wei-Qi Wei (npj Digit. Medicine, 2024)

SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Hao Sun; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (ACL (1), 2025)

Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Hao Sun; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (ACL (Findings), 2025)

Using Large Language Model for Efficient Extraction of Treatment Discontinuation Information - A Study of Online Breast Cancer Community Posts. - Qingyuan Song; Jessie Yang; Ndidiamaka Obi; Congning Ni; Jeremy L. Warner; Qingxia Chen; Lijun Song; S. Trent Rosenbloom; Bradley A. Malin; Zhijun Yin (AIME (2), 2025)

Catalysts of Conversation: Examining Interaction Dynamics Between Topic Initiators and Commentors in Alzheimer's Disease Online Communities. - Congning Ni; Qingxia Chen; Lijun Song; Patricia Commiskey; Qingyuan Song; Bradley A. Malin; Zhijun Yin (WWW, 2025)

Large language models are less effective at clinical prediction tasks than locally trained machine learning models. - Katherine E. Brown; Chao Yan 004; Zhuohang Li; Xinmeng Zhang; Benjamin X. Collins; You Chen 001; Ellen Wright Clayton; Murat Kantarcioglu; Yevgeniy Vorobeychik; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2025)

Beyond Phecodes: leveraging PheMAP to identify patients lacking diagnosis codes in electronic health records. - Chao Yan 004; Monika E. Grabowska; Rut Thakkar; Alyson L. Dickson; Peter J. Embí; QiPing Feng; Joshua C. Denny; Vern Eric Kerchberger; Bradley A. Malin; Wei-Qi Wei (J. Am. Medical Informatics Assoc., 2025)

Computational strategic recruitment for representation and coverage studied in the All of Us Research Program. - Victor A. Borza; Qingxia Chen; Ellen Wright Clayton; Murat Kantarcioglu; Lina Sulieman; Yevgeniy Vorobeychik; Bradley A. Malin (npj Digit. Medicine, 2025)

Improving medical machine learning models with generative balancing for equity and excellence. - Brandon Theodorou; Benjamin P. Danek; Venkat Tummala; Shivam Pankaj Kumar; Bradley A. Malin; Jimeng Sun 001 (npj Digit. Medicine, 2025)

COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data. - Qiong Wu; Jenna Marie Reps; Lu Li; Bingyu Zhang; Yiwen Lu; Jiayi Tong; Dazheng Zhang; Thomas Lumley; Milou T. Brand; Mui Van Zandt; Thomas Falconer; Xing He 003; et al. (npj Digit. Medicine, 2025)

Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images. - Xiaoge Zhang 001; Tao Wang; Chao Yan 004; Fedaa Najdawi; Kai Zhou 001; Yuan Ma; Yiu-ming Cheung; Bradley A. Malin (CoRR, 2025)

Scale-up Unlearnable Examples Learning with High-Performance Computing. - Yanfan Zhu; Isaac Lyngaas; Muralikrishnan Gopalakrishnan Meena; Mary Ellen Koran; Bradley A. Malin; Daniel Moyer; Shunxing Bao; Anuj J. Kapadia; Xiao Wang 004; Bennett A. Landman; Yuankai Huo (CoRR, 2025)

Automatic Prompt Optimization via Heuristic Search: A Survey. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Hao Sun; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (CoRR, 2025)

Towards Statistical Factuality Guarantee for Large Vision-Language Models. - Zhuohang Li; Chao Yan 004; Nicholas J. Jackson; Wendi Cui; Bo Li 026; Jiaxin Zhang 005; Bradley A. Malin (CoRR, 2025)

A Consensus Privacy Metrics Framework for Synthetic Data. - Lisa Pilgram; Fida K. Dankar; Jörg Drechsler; Mark Elliot; Josep Domingo-Ferrer; Paul Francis; Murat Kantarcioglu; Linglong Kong; Bradley A. Malin; Krishnamurty Muralidhar; Puja Myles; Fabian Prasser; et al. (CoRR, 2025)

SCE: Scalable Consistency Ensembles Make Blackbox Large Language Model Generation More Reliable. - Jiaxin Zhang 005; Zhuohang Li; Wendi Cui; Kamalika Das; Bradley A. Malin; Kumar Sricharan (CoRR, 2025)

Role and Use of Race in AI/ML Models Related to Health. - 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 004 (CoRR, 2025)

SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data. - Yan Zhou 001; Bradley A. Malin; Murat Kantarcioglu (CoRR, 2025)

What Really is a Member? Discrediting Membership Inference via Poisoning. - Neal Mangaokar; Ashish Hooda; Zhuohang Li; Bradley A. Malin; Kassem Fawaz; Somesh Jha; Atul Prakash 001; Amrita Roy Chowdhury 001 (CoRR, 2025)