Evidence map›Paper›PMID 40628388›Full record

ArticleJournal of sport rehabilitation2026

Assessment of Quadriceps Muscle Characteristics in Female Division I Athletes: A Validation Study of Wireless Probes Against Standard Ultrasound Units.

Jessica E Tolzman, Corey D Grozier, Arjun Parmar, Katherine Collins, Christopher Kuenze, Brad Winn, Matthew S Harkey

Abstract readValidation Study
In one paragraph

Article in Journal of sport rehabilitation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Jessica E TolzmanDepartment of Kinesiology, Michigan State University, East Lansing, MI, USA.ORCID 0000-0002-0787-4857
Corey D GrozierDepartment of Kinesiology, Michigan State University, East Lansing, MI, USA.ORCID 0009-0001-8125-6045
Arjun ParmarDepartment of Kinesiology, Michigan State University, East Lansing, MI, USA.ORCID 0009-0008-0999-946X
Katherine CollinsDepartment of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Christopher KuenzeDepartment of Kinesiology, University of Virginia, Charlottesville, VA, USA.
Brad WinnNike Sport Research Lab, Beaverton, OR, USA.
Matthew S HarkeyDepartment of Kinesiology, Michigan State University, East Lansing, MI, USA.ORCID 0000-0002-3480-3173

Funding

Walk this Way: Physical Activity and Walking Biomechanics Lead to Early Knee OA Symptoms and Ultrasound-Detected Structural Pathology after ACL ReconstructionK01AR081389 · NIAMS · MICHIGAN STATE UNIVERSITY · PI Matthew Harkey · 2022 to 2026
$689k
NIAMS NIH HHS K01 AR081389
6 · The paper itself

Abstract

objectiveWireless ultrasound probes offer a quicker, more affordable option for muscle quality assessment compared with standard cart units, yet their effectiveness for evaluating larger muscles such as the rectus femoris in terms of cross-sectional area (CSA) and echo-intensity (EI) is unclear due to limited field of view. This study evaluates whether rectus femoris thickness and EI measured with a wireless probe correlate with CSA and EI obtained from a standard cart ultrasound.

methodsA cross-sectional, convenience sample of 29 division I college female athletes (age: 20.1 [1.1] y, height: 169.7 [7.4] cm, mass: 69.7 [10.0] kg) were recruited. Panoramic thigh ultrasound images were acquired with a standard ultrasound cart to assess the rectus femoris CSA and EI at 50% of the thigh length. A wireless ultrasound probe was used to acquire stationary images with the knee in the same position to assess rectus femoris thickness and EI. A Pearson product-moment correlation was used to determine the association between the muscle outcomes obtained with the standard cart ultrasound and wireless ultrasound probe.

resultsStandard ultrasound CSA (10.1 [2.0] cm2) and wireless ultrasound thickness (2.0 [0.3] cm) were strongly associated (r = .71, P < .001). Standard ultrasound EI (56.2 [5.1] arbitrary units) and wireless ultrasound EI (62.0 [6.3] arbitrary units) were moderately associated (r = .49, P = .007).

conclusionWireless ultrasound offers a fast and accessible method for assessing muscle thickness in female division I athletes when compared with similar muscle size and quality metrics measured on panoramic images acquired with a standard ultrasound cart. The echogenicity indices from wireless and standard ultrasound are significantly associated between units; however, wireless ultrasound systematically overestimates echogenicity compared with the standard.

Indexed as

Quadriceps MuscleWireless TechnologyAthletesCross-Sectional StudiesFemaleHumansUltrasonographyYoung Adultcross-sectional studiesdiagnostic imaging validationlower extremity musculaturepoint-of-care systems

Identifiers

PMID40628388
PMCPMC12336988

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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.