Evidence map›Paper›PMID 42590500›Full record

ArticleSensors (Basel, Switzerland)2026

An Inductive Sensing System for Optimizing Prosthetic Socket Fit.

Federico Andrei, Kim Baeten, Federico Donadel, Arianna Menciassi, Linda Paternò

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Federico AndreiThe BioRobotics Institute, Sant'Anna School of Advanced Studies, 56127 Pisa, Italy.ORCID 0009-0005-3557-3217
Kim BaetenThe BioRobotics Institute, Sant'Anna School of Advanced Studies, 56127 Pisa, Italy.
Federico DonadelThe BioRobotics Institute, Sant'Anna School of Advanced Studies, 56127 Pisa, Italy.
Arianna MenciassiThe BioRobotics Institute, Sant'Anna School of Advanced Studies, 56127 Pisa, Italy.ORCID 0000-0001-6348-1081
Linda PaternòThe BioRobotics Institute, Sant'Anna School of Advanced Studies, 56127 Pisa, Italy.ORCID 0000-0002-6318-4033

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This work presents the design, development, and experimental validation of an inductive sensing system for monitoring prosthetic socket fit variations caused by residual limb volume fluctuations. The system aims to reduce the risk of discomfort and tissue injury by measuring the distance between the outer rigid socket and the inner silicone elastomeric liner worn in direct contact with the residual limb. The sensing architecture consists of a portable data acquisition unit, an LC resonator sensor mounted on the inner surface of the rigid socket, and a magnetic silicone target attached to the external surface of the liner. Multiple configurations of LC resonators and magnetic targets were designed and evaluated. The results indicate that a medium-sized coil (outer diameter = 28 mm, capacitance = 181 pF) combined with a 1 mm thick silicone target made of Ecoflex™ 00-50 with 70 wt% NdFeB microparticles provides the most stable and sensitive performance. Experiments demonstrated stable distance detection up to 7 mm, with the resonant-frequency shift (relative to the baseline condition) varying from -31.37 kHz at 0 mm to -2.94 kHz at 7.00 mm, for a total shift range of 29.84 kHz. Environmental tests showed minimal drift, with frequency variations below 0.40 kHz across temperature (25-60 °C) and humidity (50-90% RH) changes. In vitro validation using a high-fidelity residual limb simulator and an adjustable socket reproduced controlled residual limb volume variations of 300 mL (i.e., +7.5%), resulting in repeatable resonant-frequency changes within 3.15-3.17 MHz with measurement variability (uA, Type A) below 0.13 kHz.

Indexed as

Artificial LimbsBiosensing TechniquesProsthesis DesignProsthesis FittingHumansinductive sensingin-socket sensingLC resonatormagnetic compositeprosthetic socket fitresidual limb volumetransfemoral prosthesis

Identifiers

PMID42590500
PMCPMC13469399

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.