Evidence map›Paper›PMID 42533187›Full record

ArticleInternational journal of computer assisted radiology and surgery2026

Implementation of monocular near-infrared camera tracking in MRI and CT navigation systems.

Javier Moviglia, Lukas Kuntz, Florian Kehrein, Urs Florian Herrmann, Jan Stallkamp, Marius Siegfarth

Abstract read
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In one paragraph

Article in International journal of computer assisted radiology and surgery, 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

6 authors.

Javier MovigliaMannheim Institute for Intelligent Systems in Medicine (MIISM), Heidelberg University, Mannheim, Germany. javier.moviglia@medma.uni-heidelberg.de.ORCID http://orcid.org/0000-0002-3939-5893
Lukas KuntzMannheim Institute for Intelligent Systems in Medicine (MIISM), Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0009-0006-9182-3329
Florian KehreinMannheim Institute for Intelligent Systems in Medicine (MIISM), Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0009-0009-6154-3010
Urs Florian HerrmannMannheim Institute for Intelligent Systems in Medicine (MIISM), Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0009-0005-4340-363X
Jan StallkampMannheim Institute for Intelligent Systems in Medicine (MIISM), Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0002-5342-8188
Marius SiegfarthMannheim Institute for Intelligent Systems in Medicine (MIISM), Heidelberg University, Mannheim, Germany.ORCID http://orcid.org/0000-0002-2736-3683

Funding

Bundesministerium für Forschung, Technologie und Raumfahrt 13GW0747A
6 · The paper itself

Abstract

purposeImage-guided intervention (IGI) systems support anatomical registration and real-time instrument tracking during minimally invasive procedures. Existing robotic and navigation solutions are often single-modality, costly, or have limited MRI compatibility. This study presents a cost-effective monocular near-infrared (NIR) tracking system for IGI across multiple modalities while maintaining accuracy and workflow efficiency.

methodsThe system, using retroreflective ArUco fiducial markers, was applied to phantom-based percutaneous liver biopsies. Two experiments were conducted under computed tomography (CT) and MRI guidance. Real-time tracking of the needle relative to the phantom and imaging data was performed. An interactive navigation interface was implemented in 3D Slicer. Targeting accuracy and procedure times were evaluated quantitatively.

resultsIn the CT-guided study, the target positioning error (TPE) and needle-tip tracking error (TTE) were

conclusionThe proposed navigation system demonstrates strong potential as an accessible and versatile alternative for image-guided needle interventions across multiple imaging modalities. Furthermore, the system shows promise for future extension to other IGI procedures.

Indexed as

CTImage-guided interventionMRINavigation systemOptical trackingPercutaneous biopsy

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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.