Harmonization of Physiological Data in Neurocritical Care: Challenges and a Path Forward

Richard Moberg, Ethan Jacob Moyer, Dai Wai Olson, Eric Rosenthal, Brandon Foreman

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Continuous multimodal monitoring in neurocritical care provides valuable insights into the dynamics of the injured brain. Unfortunately, the “readiness” of this data for robust artificial intelligence (AI) and machine learning (ML) applications is low and presents a significant barrier for advancement. Harmonization standards and tools to implement those standards are key to overcoming existing barriers. Consensus in our professional community is essential for success.

Original languageEnglish (US)
Pages (from-to)202-205
Number of pages4
JournalNeurocritical Care
Volume37
DOIs
StatePublished - Aug 2022

Keywords

  • Big data
  • Critical care
  • Data annotation
  • Informatics
  • Physiologic monitoring
  • Standards

ASJC Scopus subject areas

  • Clinical Neurology
  • Critical Care and Intensive Care Medicine

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