Marek Sokol

Marek Sokol

PhD Student & Research Scientist

Czech Technical University in Prague (CTU)

About me🧑‍🚀

I am a biomedical engineer currently doing my PhD at the Faculty of Biomedical Engineering, CTU in Prague. I also work in the Biomechanics and Assistive Technologies (BAT) and Health Technology for Space Applications (HETESPA) research groups. I am primarily involved in AI research, focusing on its dynamic applications within the fields of neuroscience and physiology. My work delves into the complex synergy between advanced computational techniques and the intricate workings of the human brain and body. I am also actively engaged in designing and implementing hardware and software tailored for space, particularly to monitor human physiology and cognitive load. When I’m not immersed in research, I’m climbing a mountain somewhere.

Interests
  • Artificial Intelligence
  • Statistical modeling
  • Neuroscience and Physiology
  • Space medicine and technology
  • Signal and image processing
  • Quantum computing
  • Star Wars
Education
  • Doctorate degree , Biomedical Engineering, 2023-present

    Faculty of Biomedical Engineering, CTU in Prague

  • Master's degree, Biomedical Engineering, 2021-2023

    Faculty of Biomedical Engineering, CTU in Prague

  • Bachelor's degree, Biomedical technology, 2018-2021

    Faculty of Biomedical Engineering, CTU in Prague

Skills

Selected skills that I use on a daily basis

python
Python


r-project
R
csharp
C#
pytorch
PyTorch


tensorflow
TensorFlow
keras
Keras
matlab
Matlab
julia
Julia
sql
SQL

Recent Publications

Check out my recent papers below!

Tinydecisiontreeclassifier: Embedded C++ Library for Training and Applying Decision Trees on the Edge
Use of Nonlinear Analysis Methods for Evaluating IMU Data of Bilateral Jump Landing Tasks

Courses & Certifications

Advanced Data Analytics
Modules: Statistical analysis, Python, Regression models, and Machine learning
See certificate
Computational Neuroscience
Modules: Neurobiology, Neural encoding and decoding, Information theory, Neural coding, Computing in Carbon, Computing with networks, Networks neural plasticity, Supervision and rewards
See certificate
Machine Learning Specialization
Modules: Supervised Machine Learning, Regression and Classification, Advanced Learning Algorithms, Unsupervised Learning, Recommenders, Reinforcement Learning
See certificate
Executive space course | Medicines in Space | Oxford, UK
Lectures: Space Environment, Humans in Space, Medical Care During Missions, Medication Supplies, Metabolism in Space, Aging in Space, Genetics, Omics for Precision Medical Care, AR & VR in Health Applications, participation in a hands-on Payload Design Workshop…
See certificate

Achievements

Conference Modern Procedures in Distance Care and Rehabilitation Medicine
Award for the best contribution in the section Assistive Technologies, Applications of Artificial Intelligence and its Use (Feedback System for Exposure Therapy Control in Virtual Reality)
  • marek.sokol@cvut.cz
  • Faculty of Biomedical Engineering, CTU in Prague,
  • námÄ›stĂ­ SĂ­tná 3105, 272 01 Kladno 1, KOKOS