Article

A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

2026-03-23

Abstract excerpt

Epilepsy is a chronic neurological disorder requiring multi-faceted management, including seizure detection, syndrome diagnosis, prognostication, antiseizure medication recommendation, epileptogenic zone localization, and surgical outcome prediction. Although numerous deep learning approaches have been developed for individual tasks, these models are typically siloed and modality-specific (e.g., EEG for seizure de...

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Literature Corpus work: 633cb372-c97a-54b0-940a-99dcbb5d049a
DOI: 10.64898/2026.03.17.26348205

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