Evidence map›Paper›PMID 41034684›Full record

ArticleNeurocritical care2026

Invasive and Noninvasive Intracranial Pressure Pulse Waveform in Neurocritical Care Patients with Different Cranium Integrity.

Magdalena Kasprowicz, Agnieszka Kazimierska, Marta Hendler, Danilo Cardim, Zofia Czosnyka, Marek Czosnyka, Wellingson Paiva, Sergio Brasil

Abstract read
In one paragraph

Article in Neurocritical care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Magdalena KasprowiczNeuroengineering Lab (www.brainlab.pwr.edu.pl), Department of Biomedical Engineering, Wroclaw University of Science and Technology, Wybrzeze Wyspianskiego 27, 50-370, Wrocław, Poland. magdalena.kasprowicz@pwr.edu.pl.ORCID 0000-0002-2271-7737
Agnieszka KazimierskaNeuroengineering Lab (www.brainlab.pwr.edu.pl), Department of Biomedical Engineering, Wroclaw University of Science and Technology, Wybrzeze Wyspianskiego 27, 50-370, Wrocław, Poland.
Marta HendlerNeuroengineering Lab (www.brainlab.pwr.edu.pl), Department of Biomedical Engineering, Wroclaw University of Science and Technology, Wybrzeze Wyspianskiego 27, 50-370, Wrocław, Poland.
Danilo Cardimbrain4care, Johns Creek, GA, USA.
Zofia CzosnykaDivision of Neurosurgery, Department of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK.
Marek CzosnykaDivision of Neurosurgery, Department of Clinical Neurosciences, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK.
Wellingson PaivaDivision of Neurosurgery, Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil.
Sergio BrasilDivision of Neurosurgery, Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil.

Funding

National Science Center, Poland UMO-2022/45/N/ST7/01980 (AK)Politechnika Wrocławska Minigrants for doctoral students
6 · The paper itself

Abstract

backgroundPulse shape index (PSI) is a novel artificial intelligence-supported parameter that evaluates the pressure-volume compensatory reserve of the craniospinal system through intracranial pressure (ICP) pulse waveform classification. This study assessed the agreement between PSI derived from invasive ICP monitoring (PSI

methodsSimultaneous ICP and B4C monitoring was performed in 47 adult patients ( age: 43 (30) years) before and during IJV compression. Patients were grouped by cranial integrity: intact skull bone (n = 17), large skull fractures or craniotomies (n = 17), and craniectomies (n = 13). Pulse waveforms were automatically classified into four classes (from 1 = normal to 4 = pathological) by a neural network, and PSI was calculated as the weighted average of class numbers. Values are presented as median (interquartile range).

resultsBland-Altman analysis demonstrated good agreement between PSI

conclusionsThis study supports the B4C signal's capability to noninvasively reflect ICP waveform morphology via PSI, offering a promising monitoring alternative. PSI appears to be influenced by age and craniectomy but not by a slight, sudden ICP change induced by IJV compression.

Indexed as

CraniotomyCritical CareIntracranial PressureNeurophysiological MonitoringPulse Wave AnalysisSkull FracturesAdultFemaleHumansMaleMiddle AgedYoung AdultCerebrospinal complianceIntracranial pressureMorphological analysisNoninvasive monitoringPulse waveforms

Identifiers

PMID41034684
PMCPMC12819473

What OpenQuestion holds

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Registered trials

None linked

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.