Active Informed Consent to Boost the Application of Machine Learning in Medicine

Veröffentlichungen: Working PaperPreprint

Abstract

Machine Learning may push research in precision medicine to unprecedented heights. To succeed, machine learning needs a large amount of data, often including personal data. Therefore, machine learning applied to precision medicine is on a cliff edge: if it does not learn to fly, it will deeply fall down. In this paper, we present Active Informed Consent (AIC) as a novel hybrid legal-technological tool to foster the gathering of a large amount of data for machine learning. We carefully analyzed the compliance of this technological tool to the legal intricacies protecting the privacy of European Citizens.
OriginalspracheEnglisch
Seitenumfang11
DOIs
PublikationsstatusVeröffentlicht - 27 Sep. 2022

ÖFOS 2012

  • 102001 Artificial Intelligence
  • 102019 Machine Learning
  • 505002 Datenschutz

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