Machine learning based novel cost-sensitive seizure detection classifier for imbalanced EEG data sets

Mohammad Khubeb Siddiqui
Mohammad Khubeb Siddiqui
Ruben Morales-Menendez
Ruben Morales-Menendez
Nasir Hussain
Nasir Hussain
Khudeja Khatoon
Khudeja Khatoon

International Journal on Interactive Design and Manufacturing (ijidem), pp. 1491-1509, 2020.

Cited by: 0|Views0

Abstract:

Epilepsy is one of the most prevalent neurological disorders. Its accurate detection is a challenge since sometimes patients do not experience any prior alert to identify a seizure. Electroencephalography (EEG) recordings are used for seizure detection, but these are usually of longer duration, and as a result, the behavior of the inheren...More

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