Cargando…
Challenges and Opportunities in Multimodal Monitoring and Data Analytics in Traumatic Brain Injury
PURPOSE OF REVIEW: Increasingly sophisticated systems for monitoring the brain have led to an increase in the use of multimodality monitoring (MMM) to detect secondary brain injuries before irreversible damage occurs after brain trauma. This review examines the challenges and opportunities associate...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850903/ https://www.ncbi.nlm.nih.gov/pubmed/33527217 http://dx.doi.org/10.1007/s11910-021-01098-y |
_version_ | 1783645535560794112 |
---|---|
author | Foreman, Brandon Lissak, India A Kamireddi, Neha Moberg, Dick Rosenthal, Eric S |
author_facet | Foreman, Brandon Lissak, India A Kamireddi, Neha Moberg, Dick Rosenthal, Eric S |
author_sort | Foreman, Brandon |
collection | PubMed |
description | PURPOSE OF REVIEW: Increasingly sophisticated systems for monitoring the brain have led to an increase in the use of multimodality monitoring (MMM) to detect secondary brain injuries before irreversible damage occurs after brain trauma. This review examines the challenges and opportunities associated with MMM in this population. RECENT FINDINGS: Locally and internationally, the use of MMM varies. Practical challenges include difficulties with data acquisition, curation, and harmonization with other data sources limiting collaboration. However, efforts toward integration of MMM data, advancements in data science, and the availability of cloud-based infrastructures are now affording the opportunity for MMM to advance the care of patients with brain trauma. SUMMARY: MMM provides data to guide the precision management of patients with traumatic brain injury in real time. While challenges exist, there are exciting opportunities for MMM to live up to this promise and to drive new insights into the physiology of the brain and beyond. |
format | Online Article Text |
id | pubmed-7850903 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-78509032021-02-02 Challenges and Opportunities in Multimodal Monitoring and Data Analytics in Traumatic Brain Injury Foreman, Brandon Lissak, India A Kamireddi, Neha Moberg, Dick Rosenthal, Eric S Curr Neurol Neurosci Rep Neurotrauma (D. Sandsmark, Section Editor) PURPOSE OF REVIEW: Increasingly sophisticated systems for monitoring the brain have led to an increase in the use of multimodality monitoring (MMM) to detect secondary brain injuries before irreversible damage occurs after brain trauma. This review examines the challenges and opportunities associated with MMM in this population. RECENT FINDINGS: Locally and internationally, the use of MMM varies. Practical challenges include difficulties with data acquisition, curation, and harmonization with other data sources limiting collaboration. However, efforts toward integration of MMM data, advancements in data science, and the availability of cloud-based infrastructures are now affording the opportunity for MMM to advance the care of patients with brain trauma. SUMMARY: MMM provides data to guide the precision management of patients with traumatic brain injury in real time. While challenges exist, there are exciting opportunities for MMM to live up to this promise and to drive new insights into the physiology of the brain and beyond. Springer US 2021-02-02 2021 /pmc/articles/PMC7850903/ /pubmed/33527217 http://dx.doi.org/10.1007/s11910-021-01098-y Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Neurotrauma (D. Sandsmark, Section Editor) Foreman, Brandon Lissak, India A Kamireddi, Neha Moberg, Dick Rosenthal, Eric S Challenges and Opportunities in Multimodal Monitoring and Data Analytics in Traumatic Brain Injury |
title | Challenges and Opportunities in Multimodal Monitoring and Data Analytics in Traumatic Brain Injury |
title_full | Challenges and Opportunities in Multimodal Monitoring and Data Analytics in Traumatic Brain Injury |
title_fullStr | Challenges and Opportunities in Multimodal Monitoring and Data Analytics in Traumatic Brain Injury |
title_full_unstemmed | Challenges and Opportunities in Multimodal Monitoring and Data Analytics in Traumatic Brain Injury |
title_short | Challenges and Opportunities in Multimodal Monitoring and Data Analytics in Traumatic Brain Injury |
title_sort | challenges and opportunities in multimodal monitoring and data analytics in traumatic brain injury |
topic | Neurotrauma (D. Sandsmark, Section Editor) |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850903/ https://www.ncbi.nlm.nih.gov/pubmed/33527217 http://dx.doi.org/10.1007/s11910-021-01098-y |
work_keys_str_mv | AT foremanbrandon challengesandopportunitiesinmultimodalmonitoringanddataanalyticsintraumaticbraininjury AT lissakindiaa challengesandopportunitiesinmultimodalmonitoringanddataanalyticsintraumaticbraininjury AT kamireddineha challengesandopportunitiesinmultimodalmonitoringanddataanalyticsintraumaticbraininjury AT mobergdick challengesandopportunitiesinmultimodalmonitoringanddataanalyticsintraumaticbraininjury AT rosenthalerics challengesandopportunitiesinmultimodalmonitoringanddataanalyticsintraumaticbraininjury |