Evidence map›Paper›PMID 42661041›Full record

ArticlePhysical and engineering sciences in medicine2026

Ultrasound swallowing assessment: the impact of image post-processing on measurement reliability.

Katharina Winiker, Sruthy Vijayan, Alan Brook, Maggie-Lee Huckabee

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Article in Physical and engineering sciences in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Katharina WinikerDepartment of Research and Development, Swiss University of Speech and Language Sciences (hlo), Bahnhofplatz 2, St.Gallen, 9000, Switzerland. katharina.winiker@hlo.ch.ORCID http://orcid.org/0000-0002-2739-1684
Sruthy VijayanThe University of Canterbury Rose Centre for Stroke Recovery and Research, 249 Papanui Rd, Private Bag 4737, Christchurch, 8140, New Zealand.
Alan BrookComputer Science and Software Engineering Department, University of Canterbury, Private Bag 4800, Christchurch, 8140, New Zealand.
Maggie-Lee HuckabeeThe University of Canterbury Rose Centre for Stroke Recovery and Research, 249 Papanui Rd, Private Bag 4737, Christchurch, 8140, New Zealand.ORCID http://orcid.org/0000-0002-8806-7116

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The use of ultrasound for swallowing assessment is promising; yet its application has not translated from research into routine clinical practice. While sufficient reliability is key to support implementation, insufficient reliability for swallowing measures has been documented for pocket-sized ultrasound technology. Image quality, a known prerequisite for reliability, may be compromised in small-sized ultrasound technology. This study explored the impact of ultrasound image post-processing on measurement reliability of swallowing parameters. Ultrasound images (n = 30) of hyoid excursion, thyrohyoid approximation, and submental muscles were selected from a database of images previously collected using a pocket-sized ultrasound system in healthy adults. For this pilot study, images were measured at two time points by four raters with and without experience in ultrasound imaging. For those with experience, their engagement with ultrasound was gained in the context of research data collection, rather than daily clinical practice. At both time points, raters measured each image once with and once without the application of an image processing software that was developed to improve image contrast and image features. ICCs were calculated using linear mixed effects analyses to evaluate inter- and intra-rater measurement reliability. Intra- and inter-rater ICCs were similar for processed and unprocessed images for most parameters of interest with a few ICCs being higher or lower for processed images compared to unprocessed images. There is no strong evidence to suggest general beneficial effects of post-processing on ultrasound swallowing measurement reliability. These preliminary pilot data provide a foundation and directions for further research to clarify the role of ultrasound image post-processing for swallowing evaluation. Further refinement of processing methods may produce improved results.

Indexed as

Image qualityPost-processingReliabilitySoftwareSwallowingUltrasound

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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.