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2020·Research & development · Systems Eng., Uniandes
Research

Epileptic spike classification in EEG

A signal-classification system that identifies 4 types of epileptic spikes in pediatric EEG recordings. Undergraduate thesis.

PythonSignal processingClassification
Epileptic spike classification in EEG

Context

Undergraduate thesis in Systems & Computing Engineering (Universidad de los Andes).

What I built

A signal-classification system to identify 4 types of epileptic spikes in pediatric EEG recordings, using time-based and signal-power features.

Why it matters

Automatic spike detection and classification supports clinical EEG analysis, reducing the manual work of reviewing signals one by one.