ReviewCurrent neurology and neuroscience reports2021
Challenges and Opportunities in Multimodal Monitoring and Data Analytics in Traumatic Brain Injury.
Review in Current neurology and neuroscience reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
20 citing papers in PubMed.
- Time-Stamped Annotations in High-Frequency Physiological Data: Evaluating an Approach for Assessing Annotation Plausibility in the CENTER-TBI Dataset.Neurocritical care · 2026Article
- Innovative Biomaterials for Modulating Neuroinflammation and Promoting Repair After Traumatic Brain Injury.Pharmaceutics · 2026Review
- ARIMA-based forecasting of cerebral physiologic signals in acute traumatic brain injury: a CAnadian high-resolution TBI (CAHR-TBI) cohort study.Intensive care medicine experimental · 2026Article
- Impact of Temporal Resolution on Autocorrelative Features of Cerebral Physiology from Invasive and Non-Invasive Sensors in Acute Traumatic Neural Injury: Insights from the CAHR-TBI Cohort.Sensors (Basel, Switzerland) · 2025Article
- Caring for Coma after Severe Brain Injury: Clinical Practices and Challenges to Improve Outcomes: An Initiative by the Curing Coma Campaign.Neurocritical care · 2025Article
- An open source autoregulation-based neuromonitoring algorithm shows PRx and optimal CPP association with pediatric traumatic brain injury.Journal of clinical monitoring and computing · 2025Article
- Unlocking the potential of high-resolution multimodality neuromonitoring for traumatic brain injury management: lessons and insights from cases, events, and patterns.Critical care (London, England) · 2025Review
- Adapting segment anything model for hematoma segmentation in traumatic brain injury.Discover imaging · 2025Article
- Clinical Impact of Standardized Interpretation and Reporting of Multimodality Neuromonitoring Data.Critical care explorations · 2024Observational
- Deriving Automated Device Metadata From Intracranial Pressure Waveforms: A Transforming Research and Clinical Knowledge in Traumatic Brain Injury ICU Physiology Cohort Analysis.Critical care explorations · 2024Article
- Electrical impedance tomography provides information of brain injury during total aortic arch replacement through its correlation with relative difference of neurological biomarkers.Scientific reports · 2024Article
- Future of neurocritical care: Integrating neurophysics, multimodal monitoring, and machine learning.World journal of critical care medicine · 2024Review
- The State of the Field of Pediatric Multimodality Neuromonitoring.Neurocritical care · 2024Review
- The pressure reactivity index as a measure of cerebral autoregulation and its application in traumatic brain injury management.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2023Review
- Why Intracranial Compliance Is Not Utilized as a Common Practical Tool in Clinical Practice.Biomedicines · 2023Review
- Are We Ready for Clinical Therapy based on Cerebral Autoregulation? A Pro-con Debate.Neurocritical care · 2023Article
- Current state of high-fidelity multimodal monitoring in traumatic brain injury.Acta neurochirurgica · 2022Review
- Precision Care in Cardiac Arrest: ICECAP (PRECICECAP) Study Protocol and Informatics Approach.Neurocritical care · 2022Article
- The New Field of Network Physiology: Building the Human Physiolome.Frontiers in network physiology · 2021Article
- From severity scoring to predictive analytics: the emerging role of AI in neurosurgery.Frontiers in neurologyReview
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
purpose of reviewIncreasingly 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
findingsLocally 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. 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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.