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Brain-Computer Interfaces for Gait Rehabilitation After Stroke A Scoping Review
American Journal of Physical Medicine and Rehabilitation. 2026. Vol. 105. No. 6. P. 555–563.
Mokienko O., Zisman M. A., Bobrov P., Ustinova K. I.
Brain-computer interfaces (BCIs) represent a promising technology for restoring lower limb motor functions and gait after stroke. The application of BCIs in this field is supported by a limited number of studies. The objective of the review was to systematically and critically evaluate the current evidence on the use of BCIs for lower limb function rehabilitation in stroke patients. A systematic literature search was conducted in PubMed, Scopus, and Web of Science databases. The inclusion criteria were as follows: studies involving adult patients with poststroke hemiparesis; implementation of noninvasive BCIs specifically targeting lower limb rehabilitation; and detailed reporting of training protocols. Quality assessment was conducted using the National Institutes of Health Study Quality Assessment Tools. Twenty-two studies were included in the analysis with the following results. Electroencephalography-based BCIs integrated with functional electrical stimulation of muscles (EEG-BCI- FES) represent the most extensively investigated technology in this field, with efficacy and safety demonstrated in 3 randomized controlled trials (RCTs) and 1 non-RCT. BCI systems integrated with mechanical devices have been less studied, with evidence from 2 RCTs, while systems with only visual feedback have also been evaluated in 2 RCTs. For BCIs with exoskeletons, only technical feasibility has been demonstrated. Further research is needed to optimize training protocols and study the long-term effects of using BCI for rehabilitation.
Language:
English
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Added: October 8, 2026
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Added: October 7, 2026
Groshev Maksim, Rybakov Petr, Teterin N. et al., Sensors 2026 Article 6171
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Added: October 7, 2026
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Материалы сборника Шестнадцатой Международной конференции «Новые информационные
технологии в исследовании сложных структур» (Москва, 21–25 сентября 2026 г.) ориентированы на
широкий круг специалистов, работающих на стыке теории информации, системного анализа и
прикладных предметных областей. В издание вошли результаты исследований, посвящённые
моделированию дискретных и стохастических структур управления и связи, разработке
высокопроизводительных вычислительных и телекоммуникационных систем, а также вопросам
цифровой трансформации образования, архитектурно-градостроительного проектирования,
экологического ...
Added: October 6, 2026
Серебренников Д. А., Belov A. V., Информационные технологии и вычислительные системы 2026 № 3 С. 157–169
В условиях роста стоимости энергоресурсов и необходимости повышения энергоэффективности производственных процессов особую актуальность приобретает задача оптимизации энергопотребления промышленных предприятий. В данной работе рассматривается подход к управлению энергозатратами машиностроительного предприятия на основе методов многокритериальной оптимизации. Постановка задачи включает несколько целевых функций: минимизацию энергопотребления, минимизацию стоимости электроэнергии с учётом тарифных ограничений и максимизацию производственной эффективности. Для решения ...
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Информационные системы формируют большие объёмы событийных журналов, которые используются для анализа работы приложений и сервисов. При этом события могут поступать в аналитический контур позже момента их фактического возникновения и не в исходном порядке. Такая рассинхронизация приводит к ошибкам при построении агрегированных временных показателей, а регулярный полный пересчёт многомерного аналитического куба требует значительных вычислительных затрат. Целью ...
Added: October 2, 2026
Polarization of opinions in the group: a modeling algorithm considering the dynamics of social bonds
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The dynamics of opinion in a group are of interest for a number of practical purposes. In particular, consensus helps and polarization of opinions hinders cohesive teamwork. Existing approaches for modeling opinion dynamics mostly do not take into account the dynamism of social relations in a group. This paper proposes an algorithm and a program ...
Added: October 2, 2026
Konstantinov A., Elizarova Anastasiya P., Utkin L., Computing, Telecommunications and Control 2026 Vol. 19 No. 1 P. 16–25
Decision trees and their ensemble extensions, such as random forests, are widely used as classification models due to their simplicity and interpretability. However, in many real-world tasks where class labels overlap in the feature space, standard decision trees rely on hard splits that create fragile decision boundaries. In these regions, small perturbations in the input ...
Added: October 2, 2026
Prokhorov A., Burda M., Journal of Computational and Graphical Statistics 2026 P. 1–13
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Added: October 2, 2026
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Added: September 30, 2026
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Added: September 30, 2026
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Язык L является нижним для релятивизируемого сложностного класса C, если CL=C. Для классов #P, GapP и SpanP известны точные нижние классы языков: Low(#P) = UP ∩ coUP, Low(GapP) = SPP и Low(SpanP) = NP ∩ coNP. В этой статье мы доказываем, что Low(TotP) = P, и приводим характеризации нижних классов функций для #P, GapP, TotP ...
Added: September 28, 2026
ARUTYUNOV G. P., TARLOVSKAYA E. I., POLYAKOV D. S. et al., Heliyon 2024 Vol. 10 No. 7 Article e28892
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Materials and methods
The ACTIV registry encompassed both male and female patients aged 18 years and above, who were diagnosed with COVID-19 and subsequently hospitalized. Between June 2020 and March 2021, a total ...
Added: September 28, 2026
Люкманов Р. Х., Исаев М. Р., Mokienko O. et al., Анналы клинической и экспериментальной неврологии 2023 Т. 17 № 4 С. 82–88
Introduction. Non-invasive brain–computer interfaces (BCIs) enable feedback motor imagery [MI] training in neurological patients to support their motor rehabilitation. Nowadays, the use of BCIs based on functional near-infrared spectroscopy (fNIRS) for motor rehabilitation is yet to be investigated. Objective: To evaluate the potential fNIRS BCI use in hand MI training for comprehensive post-stroke rehabilitation. Materials ...
Added: March 18, 2026
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Added: March 9, 2026
Petrova D., Frontiers in Human Neuroscience 2023
Added: January 18, 2026
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This book offers the first comprehensive exploration of the history of Soviet Koreans (1920s-1930s), focusing into their experiences in the USSR. It examines the impact of Stalin's foreign and domestic policies on
Soviet Koreans, their role in the socio-economic development of the Far East, and their contributions to the Red Army, as well as the cultural ...
Added: December 25, 2025
Ионцев М. А., Государственная служба 2023 Т. 25 № 2 (142) С. 109–118
This article examines the key issues concerning opening rehabilitation procedures in the French legal system. The author examines the presumptions for consolidating or rebutting the need for procedures aimed at the debtor’s welfare. The rehabilitation procedure has economicand legal aspects, which are interconnected. The first comes down to the fact that the rehabilitative procedure depends ...
Added: November 7, 2025
Ионцев М. А., Закон и власть 2021 № 1 С. 52–60
The institution of insolvency is like "a skeleton in its vulnerability, fragility, significance and versatility of functionality and the significance of its effect on the health of the organism as a whole: any recklessly added or removed bone, cartilage or ligament will make the whole organism suffer". Their full description is impossible without a brief ...
Added: November 7, 2025