dc.contributor.author
Dubey, Akshat
dc.contributor.author
Yang, Zewen
dc.contributor.author
Anzel, Aleksandar
dc.contributor.author
Hattab, Georges
dc.date.accessioned
2025-09-15T05:37:20Z
dc.date.available
2025-09-15T05:37:20Z
dc.identifier.uri
https://refubium.fu-berlin.de/handle/fub188/49244
dc.identifier.uri
http://dx.doi.org/10.17169/refubium-48966
dc.description.abstract
Here, we present a protocol for implementing the nested model for developing and validating artificial intelligence (AI) systems in compliance with AI regulations. We describe steps for defining the regulations and associated ethical and technical key requirements through the potential research questions. We then detail the procedures for designing and validating an AI application across the domain, data, model, and prediction layers, enabling users to interact with layers through a front-end interface.
For complete information on the generation and use of this protocol, please refer to Dubey et al.1
en
dc.format.extent
12 Seiten
dc.rights.uri
https://creativecommons.org/licenses/by-nc/4.0/
dc.subject
Health Sciences
en
dc.subject
Computer sciences
en
dc.subject.ddc
000 Informatik, Informationswissenschaft, allgemeine Werke::000 Informatik, Wissen, Systeme::004 Datenverarbeitung; Informatik
dc.title
Protocol for implementing the nested model for AI design and validation in compliance with AI regulations
dc.type
Wissenschaftlicher Artikel
dcterms.bibliographicCitation.articlenumber
103771
dcterms.bibliographicCitation.doi
10.1016/j.xpro.2025.103771
dcterms.bibliographicCitation.journaltitle
STAR Protocols
dcterms.bibliographicCitation.number
2
dcterms.bibliographicCitation.volume
6
dcterms.bibliographicCitation.url
https://doi.org/10.1016/j.xpro.2025.103771
refubium.affiliation
Mathematik und Informatik
refubium.affiliation.other
Institut für Mathematik
refubium.resourceType.isindependentpub
no
dcterms.accessRights.openaire
open access
dcterms.isPartOf.eissn
2666-1667
refubium.resourceType.provider
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