Berdakh Abibullaev, PhD

Assistant Professor

Accepting PhD Students

PhD projects

Brain-Machine Interfaces for Neural Rehabilitation after Stroke The brain-machine interface (BMI) technology aims to restore motor function disability in patients after stroke. This research work will contribute to the development and cross-validation of the BMI systems in Kazakhstan to improve the quality of life for disabled and motor-impaired people. It will focus on areas at the interface between engineering, robotics, neuroscience, and medicine. A physical human-robot interface will be designed and augmented with a non-invasive BMI to provide neural rehabilitation therapy for patients after stroke across a broad spectrum of impairment severity in the rehabilitation tasks. One of the key contributions of this proposed work will include: devising advanced electroencephalogram (EEG) interface methods (e.g. signal processing and machine learning algorithms) to stroke patients and developing a BMI for the control of the therapeutic robot that will improve upper and lower limb motor function, as well as to conduct clinical trials in collaboration with the local rehabilitation centers. Annually, over 49 thousand people suffer a stroke in Kazakhstan, 80% of them became wholly or partly disabled after the strokes (http://en.tengrinews.kz/health/-50-000-Kazakhstan-citizens-suffer-strokes-annually-9657/), and this research project will have a substantial impact in the engineering of novel tools for efficient stroke rehabilitation of patients locally.

  • 307 Citations
  • 9 h-Index
20082022
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Engineering & Materials Science

Brain
Brain computer interface
Chemical activation
Classifiers
Computer games
Decoding
Demonstrations
Discriminant analysis
Electrocardiography
Electroencephalography
Electromyography
Entropy
Experiments
Feature extraction
Haptic interfaces
Hemodynamics
Hemoglobin
Hilbert spaces
Learning algorithms
Learning systems
Mobile robots
Motion planning
Near infrared spectroscopy
Neural networks
Oxygenation
Patient rehabilitation
Real time control
Robots
Self organizing maps
Support vector machines
Wavelet decomposition
Wavelet transforms

Medicine & Life Sciences

Brain
Brain Diseases
Brain-Computer Interfaces
Computer Systems
Deep Brain Stimulation
Electric Stimulation
Electroencephalography
Electromyography
Epilepsy
Evoked Potentials
Frontal Lobe
Hemodynamics
Imagery (Psychotherapy)
Interpersonal Relations
Magnetoencephalography
Near-Infrared Spectroscopy
Observation
Partial Epilepsy
Stroke
Temporal Lobe
Upper Extremity
Wavelet Analysis

Mathematics

Binary Classification
Continuous Wavelet Transform
Discriminant Analysis
Evaluation
Hemodynamics
Near-infrared Spectroscopy
Spike