The BioRef Infrastructure, a Framework for Real-Time, Federated, Privacy-Preserving, and Personalized Reference Intervals: Design, Development, and Application.

Tobias Ueli Blatter Harald Witte Jules Fasquelle-Lopez Jean Louis Raisaro Alexander Benedikt Leichtle

Published in: Journal of medical Internet research (2023)

With the BioRef-TI4Health infrastructure, a framework for clinical physicians and researchers to define precise RIs immediately in a convenient, privacy-preserving, and reproducible manner has been implemented, promoting a vital part of practicing precision medicine while streamlining compliance and avoiding transfers of raw patient data. This new approach can provide a crucial update on RIs and improve patient care for personalized medicine.

Keyphrases

health information
big data
primary care
healthcare
social media
public health
artificial intelligence
case report
machine learning
mental health
electronic health record
health promotion
deep learning
data analysis