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Studying Privacy Aspects of Learned Knowledge Bases in the Context of Synthetic and Medical Data.

Xenia HeilmannValentin HenkysDaan ApeldoornKonstantin StrauchBertil SchmidtTimm LilienthalTorsten Panholzer
Published in: Studies in health technology and informatics (2024)
The results show that our approach effectively prevents privacy breaches while only moderately decreasing the inference quality.
Keyphrases
  • big data
  • healthcare
  • health information
  • artificial intelligence
  • machine learning
  • single cell
  • electronic health record
  • quality improvement
  • mouse model