Evidence map›Paper›PMID 41013132›Full record

ArticleSensors (Basel, Switzerland)2025

Impact of Force Scaling on Physician Fatigue in a Bilateral Tele-Ultrasound System.

Eleonora Storto, Valerio Novelli, Antonio Frisoli, Francesco Porcini

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. 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

4 authors.

Eleonora StortoIIM Institute, Scuola Superiore Sant'Anna of Pisa Italy, Via Alamanni 13b, 56010 Ghezzano, PI, Italy.ORCID 0009-0005-0269-3239
Valerio NovelliIIM Institute, Scuola Superiore Sant'Anna of Pisa Italy, Via Alamanni 13b, 56010 Ghezzano, PI, Italy.ORCID 0009-0007-5581-9362
Antonio FrisoliIIM Institute, Scuola Superiore Sant'Anna of Pisa Italy, Via Alamanni 13b, 56010 Ghezzano, PI, Italy.ORCID 0000-0002-7126-4113
Francesco PorciniIIM Institute, Scuola Superiore Sant'Anna of Pisa Italy, Via Alamanni 13b, 56010 Ghezzano, PI, Italy.ORCID 0000-0001-9263-9423

Funding

Cassa Risparmio di Lucca Project No. IPROX221SN: Proximity Care
6 · The paper itself

Abstract

Tele-ultrasound systems enable remote diagnostic imaging by transmitting both motion commands and haptic feedback between a sonographer and a robotic probe. While these systems aim to replicate conventional ultrasound procedures, they rarely address the physical strain typically experienced by sonographers. In this study, the effect of applying a force scaling strategy to haptic feedback on reducing muscular fatigue and task-induced stress during a realistic tele-ultrasound task is studied. First, a thorough operational and biomechanical analysis of the abdominal US procedure was performed to reconstruct a representative task in the laboratory. Then, a bilateral position-force tele-ultrasound architecture was implemented, and a total of 11 subjects performed the reconstructed remote ultrasound task under two randomized conditions: with and without force scaling. Surface electromyography (sEMG) signals were acquired from seven upper-limb muscles (posterior deltoid, trapezius, anterior deltoid, biceps, triceps, wrist flexors, and wrist extensors). Teleoperation-related stress was also assessed using a seven-item Likert-scale self-report questionnaire administered after each trial. Statistical significance was tested using Repeated Measures ANOVA for EMG data and the Wilcoxon signed-rank test for stress scores. The results showed a statistically significant reduction in muscle activation in 5 out of 7 muscles, and a clear mitigation of fatigue progression over time in the scaled condition. Additionally, perceived stress levels were significantly lower in the presence of force scaling in overall stress scores. These findings support the effectiveness of force scaling as a tool to enhance ergonomics in tele-ultrasound procedures without compromising the operator's ability to perform the task. The proposed methodology proved robust and generalizable, offering valuable insight into the integration of human-centered design in tele-operated diagnostic systems.

Indexed as

FatigueMuscle FatiguePhysiciansAdultBiomechanical PhenomenaElectromyographyFemaleHumansMaleMuscle, SkeletalTelemedicineUltrasonographyEMGmuscle fatiguetele-medicinetele-ultrasound

Identifiers

PMID41013132
PMCPMC12473447

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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.