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Hatim Barioudi, M.Sc.

Fast facts

Organizational unit
- Information technology
- Information technology
Field of work
Laboratory for Neurosciences and Medical Technology (NeuroMed)
Location & room
Campus Sonnenstraße SON-A, Room A 009
Employee group
Research assistants, Lecturer
Phone
+49 231 91128604
E-mail
hatim.barioudifh-dortmundde

Research

Overview

My work focuses on innovative applications in neuroscience and medical technology. As a member of the Faculty of Information Technology in the Neuroscience and Medical Technology Laboratory (NeuroMed), I work primarily with non-invasive multimodal methods for data acquisition, such as EMG, EEG and fNIRS. My activities include the acquisition, signal processing and evaluation of biosignals as well as their application for controlling external hardware.

My work interests lie in particular in

the development of innovative solutions to improve the quality of life of people with impaired sensory or motor skills.
recording and analyzing neurophysiological and biomechanical measurement data in amputees to improve prostheses and rehabilitation measures.
the recording and analysis of brain signals for a better understanding of the human brain and the development of brain-computer interfaces for people with disabilities, for example patients with amyotrophic lateral sclerosis (ALS)."

Please contact me if you are interested in a collaboration or project and/or thesis work in these areas.

Examples of possible student theses

Sensorimotor control
Control of prostheses
Brain-computer interface for communication in ALS patients
VR-based BCIs for rehabilitation
Multimodal detection of stress (using EEG, ECG, skin resistance, etc.)
Investigation of neurofeedback for stress management

Publications

Conference paper

2024:

H. Barioudi, L. Hirsch, D. Wintergerst, R. Ralf, W. Rapp, T. Felderhoff, and N. Mrachacz-Kersting, “An EMG preprocessing pipeline and a GUI for paralympic cross-country skiing sitting position assessment,” in ISBS 2024 Conference Proceedings, 2024, pp. 68–71 [Online]. Available: https://commons.nmu.edu/isbs/vol42/iss1/82/

Open publication

Conference poster

2024:

H. Barioudi, L. Hirsh, D. Wintergerst, R. Rombach, W. Rapp, T. Felderhoff, and N. Mrachacz-Kersting, “Electromyography Analysis for Enhanced Sitting Positions in Paralympic Cross-Country Skiing: A Path to Performance Excellence,” presented at the OTWorld Kongress , 2024 [Online]. Available: https://www.ot-world.com/kongressprogramm/otworld/656701

Open publication

2023:

H. Barioudi, T. Felderhoff, A. Jaramillo-Gonzalez, and N. Mrachacz-Kersting, “A feasibility study on the development of a Movement related cortical Potential based brain-computer interface for communication in patients with amyotrophic lateral sclerosis.,” presented at the The 10th International Brain-Computer Interface Meeting 2023, 2023.

Open publication

Journal article

2024:

L. Hirsch, H. Barioudi, D. Wintergerst, ralf Rombach, W. Rapp, T. Felderhoff, and N. Mrachacz-Kersting, “Pushing forward: exploring the impact of the sitting position on muscle activation patterns and force generation during paralympic sit-cross-country skiing,” Frontiers in Sports and Active Living, no. 6, 2024.

Open publication
H. Barioudi, T. Felderhoff, and N. Mrachacz-Kersting, “Predicting Upper body Muscle Activation Patterns in Paralympic Cross-Country Skiing Using Neural Networks and Accelerometer Data.,” Current Directions in Biomedical Engineering, vol. 10, no. 4, pp. 57–60, 2024.

Open publication