SeizureSeeker: A Novel Approach to Epileptic Seizure Detection Using Machine Learning
نویسندگان
چکیده
Hamza Arman Lateef, Gabriel Ralston, Tony Bright, Aravindh Soundarajan and Jessica Carpenter Epilepsy is a neurologic disease characterized by seizures which occur due to sudden synchronized bursts of excessive electrical energy in the brain.
منابع مشابه
Application of Machine Learning To Epileptic Seizure Detection
We present and evaluate a machine learning approach to constructing patient-specific classifiers that detect the onset of an epileptic seizure through analysis of the scalp EEG, a non-invasive measure of the brain’s electrical activity. This problem is challenging because the brain’s electrical activity is composed of numerous classes with overlapping characteristics. The key steps involved in ...
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ژورنال
عنوان ژورنال: Journal of neurology and experimental neuroscience
سال: 2022
ISSN: ['2469-407X']
DOI: https://doi.org/10.17756/jnen.2021-092