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Wearable optomyography enables continuous neuroprosthetic control.

Overview

Authors: Roman Khalikov1, Gurgen Soghoyan1, Mikhail Sintsov2, Mikhail Lebedev3
ORCID iDs: Roman Khalikov
  1. Vladimir Zelman Center for Neurobiology and Brain Rehabilitation, Skolkovo Institute of Science and Technology,Moscow, 121205 Russia
  2. Research Center of Motorica LLC, Motorica LLC, Moscow, 121205 Russia
  3. Faculty of Mechanics and Mathematics, Lomonosov Moscow State University,Moscow, 119991 Russia
Institutions: Skolkovo Institute of Science and Technology (Russia); Lomonosov Moscow State University (Russia)
Journal: Scientific reports, volume 16, issue 1, article 9604
Dates: received 5 May 2025; accepted 11 December 2025; published online 21 March 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1038/s41598-025-32646-y · PMID 41865023 · PMCID PMC13009175 · OpenAlex W7139973981
Open access: gold, a free copy (OpenAlex)
Status: data only (how the code is found and verified)
Categories: other (modality), human (organism), methods / tools (subfield)
Methods: Statistics, Graphs, Machine learning
Keywords: Optomyography, Human-machine interface, Wearable devices, Gesture recognition, Brain-computer interfaces, Continuous decoding, Biomedical engineering, Quality of life, Public health, Computational science
MeSH: Brain-Computer Interfaces*, Electromyography*, Wearable Electronic Devices*, Adult, Female, Humans, Male, Neural Networks, Computer (* major topic)
Topic: Muscle activation and electromyography studies (Biomedical Engineering, Engineering), according to OpenAlex
Funding: Russian Science Foundation (21-75-30024)
Citations: not cited yet (Europe PMC); 39 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Code

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Tracing map

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Data

Datasets cited

Data availability statement

The paper has a data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

Read it in the paper: doi.org/10.1038/s41598-025-32646-y.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 30 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 4 authors, 10 keywords, 8 MeSH terms, 1 funder, 35 references.

Cite

This paper

Khalikov, R., Soghoyan, G., Sintsov, M., & Lebedev, M. (2026). Wearable optomyography enables continuous neuroprosthetic control. Scientific reports, 16(1), 9604. https://doi.org/10.1038/s41598-025-32646-y

BibTeX

@article{khalikov2026wearable,
author = {Khalikov, Roman and Soghoyan, Gurgen and Sintsov, Mikhail and Lebedev, Mikhail},
title = {{Wearable optomyography enables continuous neuroprosthetic control}},
journal = {Scientific reports},
year = {2026},
month = mar,
volume = {16},
number = {1},
pages = {9604},
publisher = {Nature Publishing Group},
issn = {2045-2322},
doi = {10.1038/s41598-025-32646-y},
url = {https://doi.org/10.1038/s41598-025-32646-y},
pmid = {41865023},
pmcid = {PMC13009175}
}

RIS

TY - JOUR
AU - Khalikov, Roman
AU - Soghoyan, Gurgen
AU - Sintsov, Mikhail
AU - Lebedev, Mikhail
TI - Wearable optomyography enables continuous neuroprosthetic control
T2 - Scientific reports
J2 - Sci Rep
PY - 2026
DA - 2026/03/21
VL - 16
IS - 1
SP - 9604
SN - 2045-2322
PB - Nature Publishing Group
DO - 10.1038/s41598-025-32646-y
UR - https://doi.org/10.1038/s41598-025-32646-y
LA - en
ER -

CSL-JSON

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