Evidence map›Paper›PMID 42289494›Full record

ArticleAnnals of biomedical engineering2026

Hand Rehabilitation Dynamic Splint with Variable Force via Pneumatic Artificial Muscle Actuators.

V Potnik, G Frediani, M Dimitri, F Carpi

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Article in Annals of biomedical engineering, 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

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

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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.

V PotnikDepartment of Industrial Engineering, University of Florence, Florence, Italy.ORCID http://orcid.org/0009-0000-1120-9414
G FredianiDepartment of Industrial Engineering, University of Florence, Florence, Italy.
M DimitriDepartment of Industrial Engineering, University of Florence, Florence, Italy.ORCID http://orcid.org/0000-0001-9719-9498
F CarpiDepartment of Industrial Engineering, University of Florence, Florence, Italy. federico.carpi@unifi.it.ORCID http://orcid.org/0000-0001-8496-5085

Funding

Fondazione Cassa di Risparmio di Firenze HAPTICS"Fondazione Cassa di Risparmio di Firenze "Lab Didattici Ingegneria Biomedica"Fondazione Cassa di Risparmio di Firenze "R3COVER"Fondazione Cassa di Risparmio di Firenze "REHub"HORIZON-MSCA-2021 101072920-SOFTWEARMinistero dell'Istruzione, dell'Università e della Ricerca PNC0000007Ministero dell'Università e della Ricerca CUP B83C22004800006
6 · The paper itself

Abstract

purposeDynamic hand splints are rehabilitation orthoses equipped with elastic bands/springs that provide passive resistance to finger movements. To enable real-time controllability of rehabilitative exercises and potentially improve therapeutic outcomes, it would be advantageous to replace the elastic components with soft actuators, enabling finger movements to be exercised against controllable loads. The ideal soft actuators for dynamic hand splints should generate large displacements at moderate forces, have a compact size and low specific weight, and be electrically safe.

methodsHere, we describe a dynamic splint embedded with soft pneumatic actuators functioning as "inverse artificial muscles", which elongate when pressurised, reducing the force that resists finger flexions. A prototype system was assembled using off-the-shelf materials. An actuator was fabricated and mounted on a forearm brace, connecting one extremity to a finger via a tendon and the other one to an onboard load cell, to monitor the force exerted during finger motions. The system was tested via two psychophysical tests.

resultsA dynamic psychophysical test on perceptual differences in force demonstrated that subjects were able to reliably perceive force variations, with a sensitivity (slope of the psychometric curve) of ~ 110%/bar at 50% probability. In a static psychophysical test with a fully flexed finger, the maximum average force was ~ 5.2 N at 0 bar, whilst the minimum average force when subjects reported no perception of force, by progressively increasing the pressure, was as low as ~ 0.7 N at 3 bar, indicating good accuracy of the system.

conclusionThe developed active splint has the potential to enable dynamically controllable hand rehabilitation tasks.

Indexed as

ActuatorHandOrthosisPneumaticRehabilitationSplint

Identifiers

PMID42289494

What OpenQuestion holds

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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.