Computerized application for epilepsy in China: Does the era of artificial intelligence comes?

Area of Science:

• Neurology
• Computational Science
• Artificial Intelligence

Background:

• Epilepsy is a common neurological disorder in China characterized by recurrent seizures.
• Diverse etiologies, including genetic mutations and injuries, complicate diagnosis and treatment.
• Computational science advancements offer novel approaches to epilepsy management.

Purpose of the Study:

• To review the historical advancements of computerized applications in epilepsy diagnosis and treatment.
• To emphasize the significant progress made in China.
• To highlight the role of artificial intelligence (AI) in epilepsy research and clinical practice.

Main Methods:

• Historical review of computerized applications in epilepsy.
• Focus on artificial intelligence (AI) contributions.
• Analysis of applications in seizure prediction, epileptogenic zone localization, and post-surgical prognosis.

Main Results:

• Computerized tools, especially AI, show promise for accurate epilepsy diagnosis and targeted therapies.
• Significant progress has been achieved in China regarding AI applications in epilepsy.
• AI demonstrates superior sensitivity, intelligence, and depth compared to human capabilities in certain epilepsy-related tasks.

Conclusions:

• Computerized applications, driven by AI, are transforming epilepsy care.
• Further research is needed to overcome current limitations and fully embrace the potential of AI in epilepsy.
• Future directions aim to enhance AI's role in managing this complex neurological condition.