Evidence map›Paper›PMID 42351945›Full record

ArticleBioengineering (Basel, Switzerland)2026

A Compositional Calibration Framework for Multi-Channel Functional Electrical Stimulation Enabling Hand Gesture Generation.

Elena Stefanel, Nicolò Landra, Andrea Prestia, Fabio Rossi, Andrea Mongardi, Paolo Motto Ros, Danilo Demarchi

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 2026. 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

7 authors.

Elena StefanelDepartment of Electronics and Telecommunications, Politecnico di Torino, 10129 Turin, Italy.
Nicolò LandraDepartment of Electronics and Telecommunications, Politecnico di Torino, 10129 Turin, Italy.ORCID 0000-0003-2012-5356
Andrea PrestiaDepartment of Electronics and Telecommunications, Politecnico di Torino, 10129 Turin, Italy.ORCID 0000-0002-7426-539X
Fabio RossiDepartment of Electronics and Telecommunications, Politecnico di Torino, 10129 Turin, Italy.ORCID 0000-0001-8525-3477
Andrea MongardiDepartment of Electronics and Telecommunications, Politecnico di Torino, 10129 Turin, Italy.ORCID 0000-0003-2747-6167
Paolo Motto RosDepartment of Electronics and Telecommunications, Politecnico di Torino, 10129 Turin, Italy.ORCID 0000-0002-6955-3098
Danilo DemarchiDepartment of Electronics and Telecommunications, Politecnico di Torino, 10129 Turin, Italy.ORCID 0000-0001-5374-1679

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The application of functional electrical stimulation (FES) to restore hand motor function remains challenging due to the difficulty of calibrating multi-channel stimulation to produce coordinated finger movements. This study proposes a compositional FES calibration framework to customize the stimulation of isolated finger actions and enable their combination into functional hand gestures. The proposed method was validated through a two-session experimental study involving thirteen participants. In the first session, subject-specific stimulation sites and parameters were identified for eight individual finger movements using a structured spatial grid defined over the forearm. The second session, conducted on a subset of five participants, evaluated the generation of seven hand gestures derived from combinations of the isolated movements. Results showed that ten of the thirteen participants achieved at least six movements, while three participants successfully elicited all targeted motions. Successfully elicited movements were generally well isolated, although thumb and ring/little finger extensions proved more difficult to isolate. The second session demonstrated that individually calibrated finger activations can be combined to produce coordinated multi-finger movement patterns, with average finger excursions matching the expected motions. Overall, these preliminary results support the use of compositional calibration strategies to achieve functional multi-finger control with multi-channel FES.

Indexed as

calibrationfunctional electrical stimulationhand rehabilitationmulti-channel stimulation

Identifiers

PMID42351945
PMCPMC13295408

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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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.