Bradley A. Malin
Orcid: 0000-0003-3040-5175Affiliations:
- Vanderbilt University, School of Medicine, Nashville, TN, USA
According to our database1,
Bradley A. Malin
authored at least 220 papers
between 2000 and 2024.
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Bibliography
2024
Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer's disease with real-world clinical validation.
npj Digit. Medicine, 2024
CoRR, 2024
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models.
CoRR, 2024
2023
ACM Trans. Priv. Secur., August, 2023
Managing re-identification risks while providing access to the <i>All of Us</i> research program.
J. Am. Medical Informatics Assoc., April, 2023
Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness.
CoRR, 2023
SAC<sup>3</sup>: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency.
CoRR, 2023
Learning From Peers: A Survey of Perception and Utilization of Online Peer Support Among Informal Dementia Caregivers.
CoRR, 2023
Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics.
CoRR, 2023
Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics.
CoRR, 2023
SAC³: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
2022
J. Biomed. Informatics, 2022
J. Am. Medical Informatics Assoc., 2022
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation.
J. Am. Medical Informatics Assoc., 2022
Dobbs and the future of health data privacy for patients and healthcare organizations.
J. Am. Medical Informatics Assoc., 2022
Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic.
J. Am. Medical Informatics Assoc., 2022
A Roadmap for Greater Public Use of Privacy-Sensitive Government Data: Workshop Report.
CoRR, 2022
CoRR, 2022
Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database.
CoRR, 2022
How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study.
Proceedings of the Privacy in Statistical Databases - International Conference, 2022
"Rough Day ... Need a Hug": Learning Challenges and Experiences of the Alzheimer's Disease and Related Dementia Caregivers on Reddit.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022
Proceedings of the CODASPY '22: Twelveth ACM Conference on Data and Application Security and Privacy, Baltimore, MD, USA, April 24, 2022
Privacy-Preserving Publishing of Individual-Level Pandemic Data Based on a Game Theoretic Model.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting Policies.
Proceedings of the AMIA 2022, 2022
A Representativeness-informed Model for Research Record Selection from Electronic Medical Record Systems.
Proceedings of the AMIA 2022, 2022
Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking.
Proceedings of the AMIA 2022, 2022
2021
IEEE Trans. Dependable Secur. Comput., 2021
Building a best-in-class automated de-identification tool for electronic health records through ensemble learning.
Patterns, 2021
Leveraging medical context to recommend semantically similar terms for chart reviews.
BMC Medical Informatics Decis. Mak., 2021
J. Am. Medical Informatics Assoc., 2021
J. Am. Medical Informatics Assoc., 2021
Predicting brain function status changes in critically ill patients via Machine learning.
J. Am. Medical Informatics Assoc., 2021
Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning.
J. Am. Medical Informatics Assoc., 2021
Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic.
CoRR, 2021
Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge.
CoRR, 2021
CoRR, 2021
Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy.
Comput. Methods Programs Biomed., 2021
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders.
Proceedings of the Machine Learning for Healthcare Conference, 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
De-identifying Socioeconomic Data at the Census Tract Level for Medical Research Through Constraint-based Clustering.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
J. Heal. Informatics Res., 2020
Ensuring electronic medical record simulation through better training, modeling, and evaluation.
J. Am. Medical Informatics Assoc., 2020
J. Am. Medical Informatics Assoc., 2020
Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers.
J. Am. Medical Informatics Assoc., 2020
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders.
CoRR, 2020
GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment.
CoRR, 2020
CoRR, 2020
A Framework for Privacy-Preserving Genomic Data Analysis Using Trusted Execution Environments.
Proceedings of the Second IEEE International Conference on Trust, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
De-Identification of Clinical Text: Stakeholders' Perspectives and Acceptance of Automatic De-Identification.
Proceedings of the AMIA 2020, 2020
Proceedings of the AMIA 2020, 2020
Proceedings of the AMIA 2020, 2020
2019
ACM Trans. Priv. Secur., 2019
Proc. Priv. Enhancing Technol., 2019
J. Biomed. Informatics, 2019
J. Am. Medical Informatics Assoc., 2019
The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight.
J. Am. Medical Informatics Assoc., 2019
Health and Kinship Matter: Learning About Direct-To-Consumer Genetic Testing User Experiences via Online Discussions.
CoRR, 2019
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Leveraging Electronic Health Records to Learn Progression Path for Severe Maternal Morbidity.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health Records.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged Stays.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Patient Messaging Content Associated with Initiating Hormonal Therapy after a Breast Cancer Diagnosis.
Proceedings of the AMIA 2019, 2019
Why Patient Portal Messages Indicate Risk of Readmission for Patients with Ischemic Heart Disease.
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
J. Biomed. Informatics, 2018
J. Biomed. Informatics, 2018
The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation.
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
CoRR, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018
Learning When Communications Between Healthcare Providers Indicate Hormonal Therapy Medication Discontinuation.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
IEEE Trans. Knowl. Data Eng., 2017
Towards a privacy preserving cohort discovery framework for clinical research networks.
J. Biomed. Informatics, 2017
Identifying collaborative care teams through electronic medical record utilization patterns.
J. Am. Medical Informatics Assoc., 2017
IEEE Secur. Priv., 2017
Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks.
CoRR, 2017
CoRR, 2017
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks.
Proceedings of the Machine Learning for Health Care Conference, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
Building a Dossier on the Cheap: Integrating Distributed Personal Data Resources Under Cost Constraints.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Reciprocity and its Association with Treatment Adherence in an Online Breast Cancer Forum.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Talking About My Care: Detecting Mentions of Hormonal Therapy Adherence Behavior in an Online Breast Cancer Community.
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Optimizing annotation resources for natural language de-identification via a game theoretic framework.
J. Biomed. Informatics, 2016
J. Am. Medical Informatics Assoc., 2016
J. Am. Medical Informatics Assoc., 2016
#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information.
Proceedings of the Tenth International Conference on Web and Social Media, 2016
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016
Proceedings of the Data and Applications Security and Privacy XXX, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Big Data for Healthcare and Life Sciences: Learning Useful Insights from Imperfect Data.
Proceedings of the AMIA 2016, 2016
2015
Building bridges across electronic health record systems through inferred phenotypic topics.
J. Biomed. Informatics, 2015
J. Am. Medical Informatics Assoc., 2015
Design and implementation of a privacy preserving electronic health record linkage tool in Chicago.
J. Am. Medical Informatics Assoc., 2015
Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
Proceedings of the AMIA 2015, 2015
Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms.
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
2014
IEEE Trans. Knowl. Data Eng., 2014
BMC Medical Informatics Decis. Mak., 2014
A probabilistic approach to mitigate composition attacks on privacy in non-coordinated environments.
Knowl. Based Syst., 2014
PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records.
J. Biomed. Informatics, 2014
J. Biomed. Informatics, 2014
Size matters: How population size influences genotype-phenotype association studies in anonymized data.
J. Biomed. Informatics, 2014
Predicting changes in hypertension control using electronic health records from a chronic disease management program.
J. Am. Medical Informatics Assoc., 2014
Int. J. Medical Informatics, 2014
We work with them? Healthcare workers interpretation of organizational relations mined from electronic health records.
Int. J. Medical Informatics, 2014
Bioinform., 2014
Decide Now or Decide Later?: Quantifying the Tradeoff between Prospective and Retrospective Access Decisions.
Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security, 2014
SOEMPI: A Secure Open Enterprise Master Patient Index Software Toolkit for Private Record Linkage.
Proceedings of the AMIA 2014, 2014
2013
Mining Deviations from Patient Care Pathways via Electronic Medical Record System Audits.
ACM Trans. Manag. Inf. Syst., 2013
J. Am. Medical Informatics Assoc., 2013
A practical approach to achieve private medical record linkage in light of public resources.
J. Am. Medical Informatics Assoc., 2013
Hiding in plain sight: use of realistic surrogates to reduce exposure of protected health information in clinical text.
J. Am. Medical Informatics Assoc., 2013
Reducing patient re-identification risk for laboratory results within research datasets.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the 2013 USENIX Workshop on Health Information Technologies, 2013
Proceedings of the 18th ACM Symposium on Access Control Models and Technologies, 2013
Automatic Clinical Text De-Identification: Is It Worth It, and Could It Work for Me?
Proceedings of the MEDINFO 2013, 2013
Proceedings of the 2013 IEEE International Conference on Intelligence and Security Informatics, 2013
Proceedings of the IEEE 32nd International Performance Computing and Communications Conference, 2013
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
Efficient discovery of de-identification policy options through a risk-utility frontier.
Proceedings of the Third ACM Conference on Data and Application Security and Privacy, 2013
Scalable and robust key group size estimation for reducer load balancing in MapReduce.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Proceedings of the AMIA 2013, 2013
2012
IEEE Trans. Inf. Technol. Biomed., 2012
IEEE Trans. Inf. Technol. Biomed., 2012
IEEE Trans. Dependable Secur. Comput., 2012
Secur. Informatics, 2012
Quantifying the correctness, computational complexity, and security of privacy-preserving string comparators for record linkage.
Inf. Fusion, 2012
Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012
Proceedings of the AMIA 2012, 2012
The Chicago Health Atlas: A Public Resource to Visualize Health Conditions and Resources in Chicago.
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
2011
J. Biomed. Informatics, 2011
Never too old for anonymity: a statistical standard for demographic data sharing via the HIPAA Privacy Rule.
J. Am. Medical Informatics Assoc., 2011
A secure protocol for protecting the identity of providers when disclosing data for disease surveillance.
J. Am. Medical Informatics Assoc., 2011
Experience-Based Access Management: A Life-Cycle Framework for Identity and Access Management Systems.
IEEE Secur. Priv., 2011
An entropy approach to disclosure risk assessment: Lessons from real applications and simulated domains.
Decis. Support Syst., 2011
Towards understanding the usage pattern of web-based electronic medical record systems.
Proceedings of the 12th IEEE International Symposium on a World of Wireless, 2011
Proceedings of the 2nd USENIX Workshop on Health Security and Privacy, 2011
Proceedings of the Privacy Enhancing Technologies - 11th International Symposium, 2011
Leveraging social networks to detect anomalous insider actions in collaborative environments.
Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011
Detection of anomalous insiders in collaborative environments via relational analysis of access logs.
Proceedings of the First ACM Conference on Data and Application Security and Privacy, 2011
2010
J. Am. Medical Informatics Assoc., 2010
J. Am. Medical Informatics Assoc., 2010
J. Am. Medical Informatics Assoc., 2010
Int. J. Medical Informatics, 2010
Artif. Intell. Medicine, 2010
Proceedings of the 1st USENIX Workshop on Health Security and Privacy, 2010
Beyond safe harbor: automatic discovery of health information de-identification policy alternatives.
Proceedings of the ACM International Health Informatics Symposium, 2010
2009
Data Knowl. Eng., 2009
2008
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008
IEEE Trans. Inf. Technol. Biomed., 2008
SIGKDD Explor., 2008
Data Knowl. Eng., 2008
Proceedings of the Privacy in Statistical Databases, 2008
2007
SIGKDD Explor., 2007
Research Paper: A Longitudinal Social Network Analysis of the Editorial Boards of Medical Informatics and Bioinformatics Journals.
J. Am. Medical Informatics Assoc., 2007
Artif. Intell. Medicine, 2007
First International Workshop on the Model-Based Design of Trustworthy Health Information Systems.
Proceedings of the Models in Software Engineering, Workshops and Symposia at MoDELS 2007, Nashville, TN, USA, September 30, 2007
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
2006
The Effects of Location Access Behavior on Re-identification Risk in a Distributed Environment.
Proceedings of the Privacy Enhancing Technologies, 6th International Workshop, 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
2005
Technical Evaluation: An Evaluation of the Current State of Genomic Data Privacy Protection Technology and a Roadmap for the Future.
J. Am. Medical Informatics Assoc., 2005
Comput. Math. Organ. Theory, 2005
Proceedings of the Privacy Enhancing Technologies, 5th International Workshop, 2005
Proceedings of the 3rd international workshop on Link discovery, 2005
Configurable Security Protocols for Multi-party Data Analysis with Malicious Participants.
Proceedings of the 21st International Conference on Data Engineering, 2005
Proceedings of the AMIA 2005, 2005
Proceedings of the AI Technologies for Homeland Security, 2005
2004
How (not) to protect genomic data privacy in a distributed network: using trail re-identification to evaluate and design anonymity protection systems.
J. Biomed. Informatics, 2004
2002
Proceedings of the 7th Pacific Symposium on Biocomputing, 2002
Proceedings of the AMIA 2002, 2002
2001
Proceedings of the AMIA 2001, 2001
2000
Proceedings of the AMIA 2000, 2000