Are Clinical BERT Models Privacy Preserving? The Difficulty of Extracting Patient-Condition Associations

Thomas Vakili, Hercules Dalianis. Are Clinical BERT Models Privacy Preserving? The Difficulty of Extracting Patient-Condition Associations. In Thomas E. Doyle, Aisling Kelliher, Reza Samavi, Barbara Barry, Steven J. Yule, Sarah Parker, Michael Noseworthy, Qian Yang, editors, Proceedings of the AAAI 2021 Fall Symposium on Human Partnership with Medical AI: Design, Operationalization, and Ethics (AAAI-HUMAN 2021), Virtual Event, November 4-6, 2021. Volume 3068 of CEUR Workshop Proceedings, CEUR-WS.org, 2021. [doi]

Abstract

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