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

Autor(en)
Katarzyna Barud, Marie-Catherine Wagner, Nikolaus Forgó
Abstrakt

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.

Organisation(en)
Institut für Innovation und Digitalisierung im Recht, Forschungsplattform Governance of digital practices
Anzahl der Seiten
11
DOI
https://doi.org/10.48550/arXiv.2210.08987
Publikationsdatum
09-2022
ÖFOS 2012
102001 Artificial Intelligence, 102019 Machine Learning, 505002 Datenschutz
Link zum Portal
https://ucrisportal.univie.ac.at/de/publications/active-informed-consent-to-boost-the-application-of-machine-learning-in-medicine(848c2875-efa9-43c2-9f08-830a85d1da5e).html