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Bradley Malin, Ph.D. Vanderbilt University Associate Professor of Biomedical Informatics & Computer Science Vice Chair for Research in the Dept. of Biomedical Informatics Director of the Health Information Privacy Laboratory Research (Areas: Data Mining, Privacy, Biomedical Informatics) I have broad research interests in data mining, management, and trustworthy computing. The majority of my research focuses on the construction and evaluation of data privacy models for personal information that is collected, stored, and shared in large complex systems. My goal is to design technology that is accountable to organizational, social, and legal regulations. I am particularly interested in 1) automated learning methods for the analysis of health information, 2) anomaly detection strategies for electronic medical records and 3) sharing clinical and genetic information for research purposes without violating privacy expectations. Students Check out the people page at the lab's home on the Web. Teaching Fall 2013: Foundations of Biomedical Informatics (BMIF-300) [team taught] Spring 2014: Methodological Foundations of Biomedical Informatics (BMIF-315) [team taught]

Service

Editorial Board, Journal of the American Medical Informatics Association

Editorial Board, Methods of Information in Medicine

Editorial Board, Transactions on Data Privacy

Editorial Board, Proceedings of the Very Large Data Bases Endowment (PVLDB)




Scientific Program Committee (Upcoming)


• ASIA: Annual Symposium on Information Assurance
• BIGDATA: IEEE International Conference on Big Data
• GENOPRI: Workshop on Genome Privacy (@ Privacy Enhancing Technologies Symposium)
• HealthTech: USENIX Workshop on Health Information Technologies
• ICHI: IEEE International Conference on Health Informatics
• PSD: International Conference on Privacy in Statistical Databases
• SEHC: Software Engineering in Healthcare Workshop
• W2SP: Web 2.0 Security & Privacy Workshop (@ IEEE Security & Privacy)
• WICSOC: IEEE Workshop on Issues & Challenges in Social Computing (@ IEEE IRI)

Positions Available

Post-doctoral researchers, Ph.D. students, and programmers. Work on biomedical data privacy, data mining, and systems implementation. Contact me for details.

News Story ...

... including my take on genomics and data security (6/2013)

... on my work with the Office for Civil Rights at the U.S. Department of Health and Human Services (12/2012)

... including my research and views in Genome Technology magazine's cover story on privacy (5/2011)

Invited Talks & Panels ...

... at the AAAS Annual Symposium (2/16/2014)

... at University of Wisconsin at Madison (4/21/2014)

... at Johns Hopkins University (5/12/2014)

Recent Letter to Science...

"Data Re-identification: Societal Safeguards"

Recent Accepted Papers...

...to Knowledge-Based Systems:
"A Probabilistic Approach to Mitigate Composition Attacks on Privacy in Non-coordinated Environments"

...to the IEEE International Conference on Big Data:
"Scalable and Robust Key Group Size Estimation for Reducer Load Balancing in MapReduce"

...to the Journal of Biomedical Informatics:
PARAMO: A Parallel Predictive Modeling Platform for Healthcare Research using Electronic Health Records