Newborn EEG Seizure Detection 🕵️‍♂️

Newborn EEG Seizure Detection 🕵️‍♂️

👓 Hamid Hassanpour
Newborn EEG Seizure Detection 🕵️‍♂️

Newborn EEG Seizure Detection 🕵️‍♂️

✅ Neurological diseases in newborns are usually first 🥇 revealed by seizures, which are characterised by a synchronous discharge of a large number of neurons. Failure to control 🎛️ seizures may lead to brain 🧠 damage or even death 💀. Neonatal EEG seizures can 🥫 have signatures in both low 🔅 frequency (lower than 10 🔟 Hz) and ➕ high frequency (higher than 7️⃣0️⃣ Hz) areas. The seizures 🕵️‍♂️ techniques proposed in the literature concentrated on using either 🔅 frequency or high frequency signatures but ❌️ both simultaneously. These methods tend to miss the seizures that reveal themselves only in 1️⃣ of the 2️⃣ frequency areas. The seizures detection techniques proposed in the literature concentrated on using either low frequency or high frequency signatures but not both simultaneously. These methods tend to miss the seizures that reveal themselves only in one of the two frequency areas. The author proposed a detection 🕵️‍♂️ method that uses seizure features in both low 🔅 and ➕ high frequency areas.



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