Functional Connectivity Metrics in Temporal Lobe Epilepsy: A Machine Learning Perspective With MEG

Functional Connectivity Metrics in Temporal Lobe Epilepsy: A Machine Learning Perspective With MEG

Temporal Lobe Epilepsy (TLE) is a prevalent neurological disorder affecting millions worldwide, including a significant proportion in India. Precise diagnosis and effective treatment planning are critical for TLE patients, necessitating advanced neuroimaging techniques. Magnetoencephalography (MEG)...

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Bibliographic Details
Main Authors: M. V. Suhas, N. Mariyappa, A. Karunakar Kotegar, M. Ravindranadh Chowdary, K. Raghavendra, Ajay Asranna, L. G. Viswanathan, H. Anitha, Sanjib Sinha
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Amplitude envelope correlation
brain frequency bands
brain networks
classification
epilepsy diagnosis
graph theory
Online Access:https://ieeexplore.ieee.org/document/10757422/
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