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...

Descripción completa

Detalles Bibliográficos
Autores principales: Foreman, Brandon, Lissak, India A, Kamireddi, Neha, Moberg, Dick, Rosenthal, Eric S
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