Evidence map›Paper›PMID 42188700›Full record

ArticleTomography (Ann Arbor, Mich.)2026

Feasibility and Reliability of an Automated Muscle Segmentation Pipeline Linking Thoracic Supine Kyphosis and Trunk Muscle-Fat% on CT.

Tianxi Liang, Rian Atri, Sarah Joseph, Yiyuan Shao, Zhitong Zou, Adrian J Villanueva, Aida Y Prince, Renke Deng, Kurt Teichman, Xinzi He and 1 more

Abstract read
In one paragraph

Article in Tomography (Ann Arbor, Mich.), 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

11 authors.

Tianxi LiangDepartment of Radiology, Weill Cornell Medicine, New York, NY 10065, USA.ORCID 0009-0007-8816-7671
Rian AtriDepartment of Radiology, Weill Cornell Medicine, New York, NY 10065, USA.ORCID 0009-0004-3223-559X
Sarah JosephDepartment of Radiology, Weill Cornell Medicine, New York, NY 10065, USA.ORCID 0009-0009-8907-9184
Yiyuan ShaoDepartment of Radiology, Weill Cornell Medicine, New York, NY 10065, USA.ORCID 0009-0005-6833-3068
Zhitong ZouIndependent Researcher, Zhitong Zou, Brighton, BN2 1AD, UK.ORCID 0009-0001-0517-5489
Adrian J VillanuevaDepartment of Radiology, Weill Cornell Medicine, New York, NY 10065, USA.ORCID 0009-0005-4377-086X
Aida Y PrinceIndependent Researcher, Aida Y. Prince, Brighton BN2 1AD, UK.ORCID 0009-0005-0766-4963
Renke DengGraduate School of Arts and Sciences, Georgetown University, Washington, DC 20057, USA.ORCID 0009-0006-3265-0990
Kurt TeichmanDepartment of Radiology, Weill Cornell Medicine, New York, NY 10065, USA.ORCID 0000-0002-5122-7067
Xinzi HeDepartment of Radiology, Weill Cornell Medicine, New York, NY 10065, USA.ORCID 0000-0003-1516-1870
Martin R PrinceDepartment of Radiology, Weill Cornell Medicine, New York, NY 10065, USA.ORCID 0000-0002-9883-0584

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Adipose TissueKyphosisMuscle, SkeletalTomography, X-Ray ComputedAdultAgedFeasibility StudiesFemaleHumansMaleMiddle AgedReproducibility of ResultsSupine PositionThoracic VertebraeTorsoCobb anglecomputed tomography (CT)deep learningfatty atrophyintraclass correlation (ICC)muscle–fat%muscle segmentationnnU-Netthoracic supine kyphosis

Identifiers

PMID42188700
PMCPMC13211081

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.