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