Roman Lyukmanov

Dr. Roman Lyukmanov

Brain Computer Interface, Research Center of Neurology, Moscow, Moskva, Russia
orcid

Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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20 July 2017 in Frontiers in Neuroscience
Verified
Journal Article
Open access
AFAlexander A. Frolov
Alexander A. Frolov
OMOlesya Mokienko
Olesya Mokienko
RLRoman Lyukmanov
Roman Lyukmanov
EBElena Biryukova
Elena Biryukova
SKSergey Kotov
Sergey Kotov
YBYulia Bushkova
Yulia Bushkova
Repeated use of brain-computer interfaces (BCIs) providing contingent sensory feedback of brain activity were recently proposed as a rehabilitation approach to restore motor function after stroke or spinal cord lesions. However, there are only a few clinical studies that investigate feasibility and effectiveness of such an approach. Here we report on a placebo-controlled, multicenter clinical trial that investigated whether stroke survivors with severe upper limb (UL) paralysis benefit from 10 BCI training sessions each lasting up to 40 minutes. A total of 74 patients participated: median time since stroke is 8 months, 25% and 75% quartiles [3.0; 13.0]; median severity of UL paralysis is 4.5 points [0.0; 30.0] as measured by the Action Research Arm Test , ARAT, and 19.5 points [11.0; 40.0] as measured by the Fugl-Meyer Motor Assessment, FMMA. Patients in the BCI group (n=55) performed motor imagery of opening their affected hand. Motor imagery-related brain electric activity was translated into contingent hand exoskeleton-driven opening movements of the affected hand. In a control group (n=19), hand exoskeleton-driven opening movements of the affected hand were independent of brain electric activity. Evaluation of the UL clinical assessments indicated that both groups improved, but only the BCI group showed an improvement in the ARAT’s grasp score from 0 [0.0; 14.0] to 3.0 [0.0; 15.0] points (p<0.001) and pinch scores from 0.0 [0.0; 7.0] to 1.0 [0.0; 12.0] points (p<0.001). Upon training completion, 21.8% (36.4%) of the patients in the BCI group improved their ARAT (FMMA) scores. The corresponding numbers for the control group were 5.3% (ARAT) and 15.8% (FMMA). These results suggests that adding BCI control to exoskeleton-assisted physical therapy can improve post-stroke rehabilitation outcomes. Both maximum and mean values of the percentage of successfully decoded imagery-related EEG activity, were higher than chance level. A correlation between the classification accuracy and the improvement in the upper extremity function was found. An improvement of motor function was found for all patients independently of duration, severity and location of the stroke. Clinical trial registration number: NCT02325947.

1 March 2018 in Journal Of Clinical Neurophysiology
Verified
Journal Article
Closed access
PDF file
ACAlexander V. Chervyakov
Alexander V. Chervyakov
APAlexandra Poydasheva
Alexandra Poydasheva
RLRoman Lyukmanov
Roman Lyukmanov
NSNatalia A. Suponeva
Natalia A. Suponeva
LCLudmila A. Chernikova
Ludmila A. Chernikova
KUKsenia Ivanovna Ustinova
Ksenia Ivanovna Ustinova
Purpose: The purpose of this study was to test the effects of navigated repetitive transcranial magnetic stimulation, delivered in different modes, on motor impairments and functional limitations after stroke. Methods: The study sample included 42 patients (58.5 ± 10.7 years; 26 males) who experienced a single unilateral stroke (1–12 months previously) in the area of the middle cerebral artery. Patients completed a course of conventional rehabilitation, together with 10 sessions of navigated repetitive transcranial magnetic stimulation or sham stimulation. Stimulation was scheduled five times a week over two consecutive weeks in an inpatient clinical setting. Patients were randomly assigned to one of four groups and received sham stimulation (n = 10), low-frequency (1-Hz) stimulation of the nonaffected hemisphere (n = 11), high-frequency (10-Hz) stimulation of the affected hemisphere (n = 13), or sequential combination of low- and high-frequency stimulations (n = 8). Participants were evaluated before and after stimulation with clinical tests, including the arm and hand section of the Fugl–Meyer Assessment Scale, modified Ashworth Scale of Muscle Spasticity, and Barthel Index of Activities of Daily Living. Results: Participants in the three groups receiving navigated repetitive transcranial magnetic stimulation showed improvements in arm and hand functions on the Fugl–Meyer Stroke Assessment Scale. Ashworth Scale of Muscle Spasticity and Barthel Index scores were significantly reduced in groups receiving low- or high-frequency stimulation alone. Conclusions: Including navigated repetitive transcranial magnetic stimulation in a conventional rehabilitation program positively influenced motor and functional recovery in study participants, demonstrating the clinical potential of the method. The results of this study will be used for designing a large-scale clinical trial.

1 January 2018 in S.S. Korsakov Journal of Neurology and Psychiatry
Verified
Journal Article
Closed access
PDF file
RLRoman Lyukmanov
Roman Lyukmanov
GAG. A. Aziatskaya
G. A. Aziatskaya
OMOlesya Mokienko
Olesya Mokienko
NVN. A. Varako
N. A. Varako
MKM. S. Kovyazina
M. S. Kovyazina
MPMichael Piradov
Michael Piradov
Medical article медицинская статья

1 January 2016 in Human Physiology
Verified
Journal Article
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OMOlesya Mokienko
Olesya Mokienko
RLRoman Lyukmanov
Roman Lyukmanov
LCL. A. Chernikova
L. A. Chernikova
NSN. A. Suponeva
N. A. Suponeva
MPMichael Piradov
Michael Piradov
AFA. A. Frolov
A. A. Frolov
Motor imagery can stimulate the same neuroplastic mechanisms of the brain as their actual execution. The motor imagery can be controlled via the brain–computer interface (BCI), which transforms the...

1 January 2016 in Bulletin of Russian State Medical University
Verified
Journal Article
Closed access
FAFrolov Aa
Frolov Aa
MOMokienko Oa
Mokienko Oa
LRLyukmanov Rkh
Lyukmanov Rkh
CLChernikova LA
Chernikova LA
KSKotov Sv
Kotov Sv
M3Moscow Municipal Clinical Hospital No. 31
Moscow Municipal Clinical Hospital No. 31

15 December 2018 in Neurology, Neuropsychiatry, Psychosomatics
Verified
Journal Article
Open access
PDF file
NSN. A. Suponeva
N. A. Suponeva
DYD. G. Yusupova
D. G. Yusupova
EZE. S. Zhirova
E. S. Zhirova
DMD. A. Melchenko
D. A. Melchenko
ATA. S. Taratukhina
A. S. Taratukhina
AKA. E. Khizhnikova
A. E. Khizhnikova
Objective: to develop a Russian version of the modified Rankin Scale (mRS) and to assess its psychometric properties.Patients and methods. The investigation involved 50 patients (25 women, 25 men) over 18 years of age (mean age, 56 years) with an acute cerebrovascular accident diagnosis. During the validation procedure, the authors carried out the linguocultural ratification of mRS, prepared its Russian-language version, and then assessed its psychometric properties (reliability, sensitivity, validity).Results and discussion. Translation and linguistic adaptation of mRS was successfully completed. The results obtained in assessing the psychometric properties of the developed Russian version of the scale reflect its high reliability and the valid and reliable indicators of its sensitivity. A statistical study of constructive and content validity also determined the high significance of differences.Conclusion. The investigation has resulted in the official Russian version of mRS, which is recommended for use by neurologists and rehabilitation specialists in both daily clinical practice and in clinical trials.