Evidence map›Paper›PMID 42124946›Full record

ArticleHardwareX2026

LUMIN: an open source dynamic reconfigurable lightboard for neurorehabilitation and athletic training.

Zachary D Peterson, Filip Stefanovic

Abstract read
In one paragraph

Article in HardwareX, 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

2 authors.

Zachary D PetersonDepartment of Biomedical Engineering, University at Buffalo, Buffalo, NY 14260, USA.
Filip StefanovicDepartment of Biomedical Engineering, University at Buffalo, Buffalo, NY 14260, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lightboards are commonly used in neurorehabilitation and athletics to assess improved volitional task function, hand-eye coordination, spatial awareness, and reaction time. Current commercial products are expensive, large, static, and not open sourced. In this work, we present a Lightboard Unit for Movement and Integrated Neurorehabilitation (LUMIN), a low cost, open source, and accessible lightboard for neurorehabilitation and athletic training alike. LUMIN uses a motorized mechanical superstructure that allows for rotational movement and radial expansion of the interactive LED components. These capabilities allow the device to adapt to each individual user's anthropometry and tasks. The device uses an Arduino based microcontroller, stepper motor controlled linear and rotational mechanisms, and tactile Push Button RGB LEDs to allow for adjustable interactive programming. The device was fabricated using commercially sourced components and materials, costing approximately $900. Performance of the device demonstrates controlled linear and angular movements, low LED latency, and a workspace accessible for a broad range of user wingspans while remaining lightweight and portable compared to existing commercial systems. All of the design files were released under an open-source license to promote reproducibility and further research in neurorehabilitation and eventually human performance training. The goals for this device were to construct and test system performance. While future studies will use the lightboard to compare performance from a user-perspective vs. existing systems.

Indexed as

Athlete TrainingLightboardNeurorehabilitation DeviceOpen SourceStroke Rehabilitation

Identifiers

PMID42124946
PMCPMC13158413

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.