Detection of Epileptic Seizure in ECG Signals using Machine Learning & Deep Learning

 

Detection of Epileptic Seizure in ECG Signals using Machine Learning & Deep Learning



Epilepsy is a disorder which is causes an abnormal behavior of a person which includes disturbance, trauma and stroke. Epilepsy is caused due to recurrent occurrences of the seizures. As per the study and the assessments done by WHO also called as World Health Organization, every year, 50 million people suffer from these Seizures and they are not even aware about it. A person who is having a seizure exhibits strange behavior, symptoms, and sensations, sometimes even losing consciousness.


Fig 1. Symptoms of Epilepsy


Most of the time seizure attacks are the cause of accidents. Seizures are a result of excessive electrical discharges in a group of brain cells. The patient who has seizure attack for more than 5 minutes needs to be medicated as soon as possible but due to lack of knowledge about this condition it is not treated at early stages. 




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