Comparison of manual and semi-automated algorithm for measuring architectural features during different isometric knee extension intensities: a reliability and comparative study in novice raters

The findings of this study suggest that the reliability of manual measurement is lower when novice raters perform image analyses compared to the semi-automated method. Therefore, careful consideration and training should be provided when considering manual assessment of muscle architecture values, and standardized identification methods and features in algorithm development may be a better method for reproducibility.

Authors

Institutions

Publication Details

Journal
Frontiers in Rehabilitation Sciences
Published
2025-04-03
DOI
https://doi.org/10.3389/fresc.2025.1539804
Primary Topic
Shoulder Injury and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparison of manual and semi-automated algorithm for measuring architectural features during different isometric knee extension intensities: a reliability and comparative study in novice raters

JoCarol E. Shields, Rob J. MacLennan, Jesus A. Hernandez-Sarabia, N. Walker et al.
Frontiers in Rehabilitation Sciences
Shoulder Injury and Treatment
article

Comparison of manual and semi-automated algorithm for measuring architectural features during different isometric knee extension intensities: a reliability and comparative study in novice raters

JoCarol E. Shields, Rob J. MacLennan, Jesus A. Hernandez-Sarabia, N. Walker, Scott K. Crawford, Jason M. DeFreitas, Micheal J. Luera, Carlos A. Estrada, Emma Bozarth
article en

Abstract

The findings of this study suggest that the reliability of manual measurement is lower when novice raters perform image analyses compared to the semi-automated method. Therefore, careful consideration and training should be provided when considering manual assessment of muscle architecture values, and standardized identification methods and features in algorithm development may be a better method for reproducibility.

Frontiers in Rehabilitation SciencesVol. 6
University of Wisconsin–Madison (US), University of Florida (US), Malcom Randall VA Medical Center (US)
Openalex Percentile: Top 89%
Shoulder Injury and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.