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In this chapter, various solutions for managing epileptic seizures consisting of medication, epilepsy localization, epilepsy detection, and epilepsy prediction are explored. The history of epilepsy prediction models is then examined, followed by a comprehensive literature review of these models. Detailed comparisons of the models are provided, focusing on their performance and key components.

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Machine Learning for Epileptic Seizure Prediction

  • 章节

  • 发表日期：

    2025年

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  • Shiva Maleki Varnosfaderani,
  • Nabil J. Sarhan,
  • Mohammad Alhawari

摘要

In this chapter, various solutions for managing epileptic seizures consisting of medication, epilepsy localization, epilepsy detection, and epilepsy prediction are explored. The history of epilepsy prediction models is then examined, followed by a comprehensive literature review of these models. Detailed comparisons of the models are provided, focusing on their performance and key components.