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Brain EEG Signal Processing

Analysis and evaluation of EEG samples using theories, algorithms, techniques and methodologies involved in signal processing.
Complete with algorithms for detecting the following artifacts inside the samples and marking their onset:

  • Eye Blinks
  • Muscle Movements
  • Seizures

Algorithms and analysis are found in notebook.ipynb

Example artifact detection

Installation

  • Install uv package manager.

  • Install required dependencies

uv sync

Alternatively requirements.txt has also been generated if uv cannot be used.

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Detecting seizures, muscle movement and eye blink artifacts in EEG scans

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