Evidence map›Paper›PMID 41494208›Full record

ArticleJournal of neural engineering2026

Automated 3D segmentation of human vagus nerve fascicles and epineurium from micro-computed tomography images using anatomy-aware neural networks.

Jichu Zhang, Maryse Lapierre-Landry, Havisha Kalpatthi, Michael W Jenkins, David L Wilson, Nicole A Pelot, Andrew J Shoffstall

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of neural engineering, 2026. 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. 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

7 authors.

Jichu ZhangDepartment of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States of America.
Maryse Lapierre-LandryDepartment of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States of America.
Havisha KalpatthiDepartment of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States of America.ORCID 0009-0008-2579-478X
Michael W JenkinsDepartment of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States of America.
David L WilsonDepartment of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States of America.
Nicole A PelotDepartment of Biomedical Engineering, Duke University, Durham, NC, United States of America.ORCID 0000-0003-2844-0190
Andrew J ShoffstallDepartment of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States of America.ORCID 0000-0002-0881-2180

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Imaging, Three-DimensionalNeural Networks, ComputerPeripheral NervesVagus NerveX-Ray MicrotomographyAdultDeep LearningFemaleHumansMaleconvolutional neural networkimage segmentationmicro-computed tomographyvagus nerve

Identifiers

PMID41494208
PMCPMC13007042

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.