Related Experiment Video

Updated: Apr 10, 2026

Using a Bipolar Electrode to Create a Temporal Lobe Epilepsy Mouse Model by Electrical Kindling of the Amygdala
09:49

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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
Summary

No abstract available in PubMed .

Keywords:
DBSEEGEpilepsyMachine learningVNS

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Epilepsy and Seizures: Overview01:24

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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.
Various factors can trigger epilepsy, including genetic factors, brain damage, metabolic causes, and unknown etiology. Diagnosis of epilepsy involves electroencephalography (EEG), which...
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Seizures: Classification01:13

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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.
Seizures are typically classified into two main categories: focal and generalized seizures.
Focal Seizures
Focal seizures originate from specific regions of the brain. These seizures are further sub-classified into two types:
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