Evidence map›Paper›PMID 40675811›Full record

ArticleAJNR. American journal of neuroradiology2025

Impact of Image Latency and Frame Rate on Simulated Remote Robotic-Assisted Neurovascular Procedures.

Arturo Consoli, Guillaume Charbonnier, Thais Baena Moura, Khaled Gaber, Alexander O'Neill, Thomas R Marotta, Julian Spears, Eileen Liu, Nicole Mariantonia Cancelliere, Vitor Mendes Pereira

Abstract read
In one paragraph

Article in AJNR. American journal of neuroradiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Evaluation of 5G cellular and Wi-Fi 6 for cable-free surgical navigation using ISO/IEEE 11073 SDC.International journal of computer assisted radiology and surgery · 2026
    Article
  2. Article
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

10 authors.

Arturo ConsoliFrom the Diagnostic and Interventional Neuroradiology (A.C.), Foch Hospital, Suresnes, France a.consoli@hopital-foch.com.ORCID https://orcid.org/0000-0001-6640-8541
Guillaume CharbonnierRADIS Lab (A.C., G.C., T.B.M., K.G., A.O., E.L., N.M.C., V.M.P.), St. Michael's Hospital, Toronto, Canada.
Thais Baena MouraRADIS Lab (A.C., G.C., T.B.M., K.G., A.O., E.L., N.M.C., V.M.P.), St. Michael's Hospital, Toronto, Canada.
Khaled GaberRADIS Lab (A.C., G.C., T.B.M., K.G., A.O., E.L., N.M.C., V.M.P.), St. Michael's Hospital, Toronto, Canada.
Alexander O'NeillRADIS Lab (A.C., G.C., T.B.M., K.G., A.O., E.L., N.M.C., V.M.P.), St. Michael's Hospital, Toronto, Canada.
Thomas R MarottaDivision of Diagnostic and Therapeutic Neuroradiology, Department of Medical Imaging (T.R.M., J.S.), St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0002-2480-2054
Julian SpearsDivision of Diagnostic and Therapeutic Neuroradiology, Department of Medical Imaging (T.R.M., J.S.), St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0002-4111-6929
Eileen LiuRADIS Lab (A.C., G.C., T.B.M., K.G., A.O., E.L., N.M.C., V.M.P.), St. Michael's Hospital, Toronto, Canada.
Nicole Mariantonia CancelliereRADIS Lab (A.C., G.C., T.B.M., K.G., A.O., E.L., N.M.C., V.M.P.), St. Michael's Hospital, Toronto, Canada.ORCID https://orcid.org/0000-0002-8703-4304
Vitor Mendes PereiraRADIS Lab (A.C., G.C., T.B.M., K.G., A.O., E.L., N.M.C., V.M.P.), St. Michael's Hospital, Toronto, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

background and purposeThe implementation of remote procedures represents the ultimate goal of the robotic development in the neurovascular field. Studies from remote cardiac interventions established a maximum latency threshold of 400 ms, however, no data are available for neurovascular procedures. The aim of this study was to define the maximum acceptable latency and minimum refreshment frame rate (RFR) for neuroendovascular procedures in a simulated remote setting. MATERIALS AND

methodsUsing a virtual simulator and an endovascular robotic arm, 7 operators performed 8 simulated aneurysm and stroke treatment interventions (4 manually and 4 robotic-assisted), during which video display of the intervention was randomly altered with different latencies (100, 250, 450, 600, 800 ms) and RFR (10, 15, 25, 30 frames per second [fps]). Operators rated the acceptability of each latency and RFR by using a modified acceptability score (mAS) and an independent observer recorded the number of dangerous uncontrolled movement (DUMs).

resultsMaximum acceptable latency (defined as a minimum mAS of 85%) was defined at 100 ms for manually performed procedures and at 250 ms by using robotic-assistance, whereas minimum acceptable RFR was defined at 15 fps. A total of 55 intracranial DUMs were recorded, most of which occurred at latencies ≥450 ms (49/51) and with RFRs of 10 fps (4/4). Time intervals were shorter for manual procedures, although not significantly, and for experienced operators.

conclusionsLatency during simulated neurovascular interventions influences operator performance, judgment, and confidence and maximum thresholds (250 ms) seem to be lower than those previously reported from remote cardiac interventions. In this experimental setting, RFR seemed to have a lower impact in terms of acceptance rates. Latency and RFR represent relevant parameters to define and monitor in remote environments to maximize safety.

Indexed as

Endovascular ProceduresIntracranial AneurysmRoboticsRobotic Surgical ProceduresStrokeComputer SimulationHumans

Identifiers

PMID40675811
PMCPMC12453521

What OpenQuestion holds

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Registered trials

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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.