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Updated: Apr 10, 2026

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Machine-learning methods for epilepsy diagnosis and therapeutic prevention: advances, setbacks, and opportunities

Nitu L Wankhede1, Saeed Alshahrani2, Arifullah Mohammed3

  • 1Smt. Kishoritai, Bhoyar College of Pharmacy, Kamptee, Nagpur, Maharashtra, India, 441002.

Neurological Sciences : Official Journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology
|April 8, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
DBSEEGEpilepsyMachine learningVNS

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Epilepsy is a chronic neurological disease marked by recurrent, unpredictable seizures. These seizures are caused by abnormal electrical discharges in the brain, leading to behavior, sensation, or consciousness alterations. They can also cause transient impairment of awareness, interfering with daily activities.
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Epilepsy is primarily characterized by unpredictable seizures, either provoked by an identifiable factor, such as injury or illness, or unprovoked, occurring spontaneously without apparent cause.
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