Fast Healthcare Interoperability Resources for Inpatient Deterioration Detection With Time-Series Vital Signs: Design and Implementation Study.

Published in: JMIR medical informatics (2022)

We successfully demonstrated a process that standardizes health care information for inpatient deterioration detection using vital signs. Based on the FHIR definition, we also provided an implementation guide that includes data mapping, an integration process, and IHCA assessment using vital signs. We also proposed a clarifying system architecture and possible workflows. Based on FHIR, we integrated the 3 different systems in 1 dashboard system, which can effectively solve the complexity of the system in the medical staff workflow.

Keyphrases

healthcare
electronic health record
loop mediated isothermal amplification
palliative care
mental health
primary care
real time pcr
label free
health information
acute care
big data
deep learning
machine learning
sensitive detection