esl-epfl / sz-validation-framework

Framework for the validation of EEG based automated seizure detection algorithms
GNU General Public License v3.0
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SzCORE - Seizure validation Framework

This repository illustrates the flow to evaluate a seizure detection algorithm using the SzCORE methodology presented in Dan et al. "SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms". The procedure and accompanying example code and libraries are documented in four steps:

  1. Download datasets
  2. Convert datasets to BIDS
  3. Package algorithm and run it on BIDS datasets
  4. Evaluate seizure annotations produced by algorithm