A scalable and transparent data pipeline for AI-enabled health data ecosystems

A scalable and transparent data pipeline for AI-enabled health data ecosystems

IntroductionTransparency and traceability are essential for establishing trustworthy artificial intelligence (AI). The lack of transparency in the data preparation process is a significant obstacle in developing reliable AI systems which can lead to issues related to reproducibility, debugging AI mo...

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Bibliographic Details
Main Authors: Tuncay Namli, Ali Anıl Sınacı, Suat Gönül, Cristina Ruiz Herguido, Patricia Garcia-Canadilla, Adriana Modrego Muñoz, Arnau Valls Esteve, Gökçe Banu Laleci Ertürkmen
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-07-01
Series:Frontiers in Medicine
Subjects:
artificial intelligence
dataset
harmonization
transparency
FHIR
interoperability
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2024.1393123/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2024.1393123/full

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