Preictal Seizure Analysis using Entropy and Bandpower Features

🧠 Siena Scalp EEG – Preictal Analysis

EEG signal analysis pipeline for studying preictal seizure patterns using the Siena Scalp EEG Dataset (PhysioNet).
The project explores entropy and frequency band power features for preictal segment detection.

🔗 Dataset: https://physionet.org/content/siena-scalp-eeg/1.0.0/

---

⚙️ Pipeline

• EEG visualization
• Signal preprocessing
• Feature extraction (Bandpower & Entropy)
• Statistical analysis & plots
• Entropy-based thresholding
• Preictal segment detection