A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study.

Elena Williams Manuel Kienast Evelyn Medawar Janis D Reinelt Alberto Merola Sophie Anne Ines Klopfenstein Anne Rike Flint Patrick Heeren Akira-Sebastian Poncette Felix Balzer Julian Beimes Paul von Bünau Jonas Chromik Bert Arnrich Nico Scherf Sebastian Niehaus

Published in: JMIR medical informatics (2023)

Our approach enables the scalable and needs-driven data modeling of large and heterogenous clinical data sets. The FHIR-DHP is a pivotal step toward increasing cooperation, interoperability, and quality of patient care in the clinical routine and for medical research.

Keyphrases

electronic health record
big data
healthcare
artificial intelligence
machine learning
clinical practice
data analysis
social media