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Epilepsy Insights: Treatment Outcomes, Drug-Resistance, Prognostic Markers, and the Role of AI & EEG

thesis
posted on 2025-01-24, 00:56 authored by MUBEEN MOHAMED AFZAL JANMOHAMED
"Epilepsy Insights: Treatment Successes, Drug-Resistance, Prognostic Markers, and the Role of AI & EEG" explores the complex terrain of epilepsy, starting with drug-resistant epilepsy (DRE) and its therapeutic challenges. It then examines treatment outcomes for newly diagnosed epilepsy, emphasizing early intervention's role. The thesis also investigates prognostic markers for personalizing treatment. The final focus is on the integration of AI and EEG in diagnostics, highlighting the impact of deep learning technologies like Convolutional Neural Networks. This work pursues research into clinical epilepsy and also technological advances in diagnostics.

History

Principal supervisor

Patrick

Additional supervisor 1

Terry O'Brien

Additional supervisor 2

Piero Perucca

Year of Award

2025

Department, School or Centre

Neuroscience

Campus location

Australia

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Medicine, Nursing and Health Sciences

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    Faculty of Medicine, Nursing and Health Sciences Theses

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