StereoEEG Motor Neuronal Potentials Decoding
Decoding of Neuronal Potentials Associated With Motor Performance and Motor Imagery Obtained Using Intracranial stereoEEG Electrodes
The goals of this study are (1) to evaluate the rate of stereoEEG brain-computer interface (BCI) classification accuracy and (2) to collect the dataset of neuronal signals recorded from stereoEEG electrodes during motor performance, motor imagery or brain-computer interface control. The study enrolls hospitalised patients suffering from resistant epilepsy with already implanted intracranial stereoEEG electrodes for medical reasons (i.e. for preoperative localization of the epileptogenic foci). The number and location of electrodes are determined solely for the clinical purposes of stereoEEG monitoring and are not related to the protocol of the current study.
After obtaining informed consent to participate in the study, each patient will participate in one experimental session lasting no more than 60 minutes, recording brain signals associated with hand movement, motor imagery, and BCI control. All tasks and instructions presented during the study session are not pro-epileptogenic and cannot provoke an epileptic attack. The experiments will take place in the patient's room, without interruption of observation by the department's medical staff.
The data recorded in this study will be used to improve or develop new algorithms for decoding motor signals from deep brain structures for their potential use in invasive BCIs.
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Olesya A Mokienko, MD PhD
- Phone Number: +74953747776
- Email: lesya.md@yandex.ru
Study Contact Backup
- Name: Roman Kh Lyukmanov, MD PhD
- Phone Number: +74953747776
- Email: xarisovich@gmail.com
Study Locations
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Moscow, Russian Federation, 125367
- Recruiting
- Research center of neurology, Department of neurorehabilitation and physiotherapy
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Contact:
- Natalia A Suponeva, MD
- Phone Number: +79161894988
- Email: nasu2709@mail.ru
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Sub-Investigator:
- Olesya A Mokienko, MD PhD
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Sub-Investigator:
- Roman Kh Lyukmanov, MD PhD
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Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- male and female patients who have had stereoEEG electrodes implanted for medical reasons;
- voluntary informed consent to participate in the study;
- age from 18 to 70 years.
Exclusion Criteria:
- patient refusal to participate in the study;
- cognitive impairment that prevents following the study instructions;
- severe visual impairment that does not allow viewing visual instructions on a computer screen;
- upper limb paresis or other motor disorders;
- pain in the hand of any etiology;
- any acute diseases, exacerbation of chronic diseases, acute life-threatening conditions;
- occurrence of an epileptic attack during the experiment.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Basic Science
- Allocation: N/A
- Interventional Model: Single Group Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
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Experimental: StereoEEG
Each patient will participate in one experimental session lasting no more than 60 minutes, recording brain signals associated with hand movement, motor imagery, and brain-computer interface (BCI) control.
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During the study session, the patient will sit at a table in front of a computer monitor. The stereoEEG electrodes will be connected to the Neurovisor-BMM52 electroencephalograph (Medical Computer Systems, Russia) and to a computer with a software for recording and decoding brain signals (BCI classifier). One microsensor (Ascension TrekStar, Ascension Technology, USA) and two disposable cutaneous electrodes (connected to the Neurovisor-BMM52 system) will be put on each patient's hand for electromyogram recording. The session consists from 3 blocks (1-3). The participant is asked to:
The blocks are separated by 5-minute brakes.
Other Names:
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Rate of BCI classification recall
Time Frame: During the procedure
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The proportion (%) of cases with correct identification of the task among all presentations of the corresponding command.
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During the procedure
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Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- Stereo-iBCI
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
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