Evidence map›Paper›PMID 42562849›Full record

Observational studyScientific reports2026

Hyperspectral imaging for objective microcirculatory assessment in trauma patients.

Marita Klein, Maik von der Forst, Nikolai Kaltschmidt, Frank Weilbacher, Louis de Re, Christine Leowardi, Hans Thomas Hölzer, Tim Niklas Bewersdorf, Maximilian Dietrich, Felix C F Schmitt and 3 more

Abstract readObservational Study
PubMed Full text at PMC Publisher
In one paragraph

Observational study in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Marita KleinMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Maik von der ForstMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Nikolai KaltschmidtMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Frank WeilbacherMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Louis de ReMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Christine LeowardiMedical Faculty Heidelberg, Department of General, Visceral, and Transplantation Surgery, Heidelberg University, Heidelberg, Germany.
Hans Thomas HölzerMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Tim Niklas BewersdorfMedical Faculty Heidelberg, Heidelberg Trauma Research Group, Clinic for Trauma and Reconstructive Surgery, Center for Orthopedics, Trauma Surgery and Spinal Cord Injury, Heidelberg University, Heidelberg, Germany.
Maximilian DietrichMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Felix C F SchmittMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Markus A WeigandMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Erik PoppMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany.
Stephan KatzenschlagerMedical Faculty Heidelberg, Department of Anesthesiology, Heidelberg University, Heidelberg, Germany. stephan.katzenschlager@med.uni-heidelberg.de.ORCID 0000-0003-4977-7999

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hyperspectral imaging (HSI) is a non-invasive technology capable of assessing microcirculatory impairment. This study evaluated whether HSI can detect early microcirculatory alterations in trauma patients and differentiate between those with hemodynamic instability or stability during initial trauma resuscitation. In this prospective single-center observational study at a German level I trauma center (01/2023-10/2024), patients underwent HSI (TIVITA

Indexed as

Hyperspectral ImagingMicrocirculationWounds and InjuriesAdultFemaleHemodynamicsHumansInjury Severity ScoreMaleMiddle AgedProspective StudiesResuscitationROC CurveHemodynamic instabilityHyperspectral imagingMicrocirculationResuscitationTrauma

Identifiers

PMID42562849
PMCPMC13448706

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.