Epileptic network identification: insights from Dynamic Mode Decomposition of sEEG data.

Alejandro Nieto Ramos Balu KrishnanAndreas V AlexopoulosWilliam BingamanImad NajmJuan C BulacioDemitre Serletis

Published in: Journal of neural engineering (2024)

This is the first application of DMD to sEEG data analysis, supporting integration of neuroengineering, mathematical and machine learning methods into traditional workflows for sEEG review and epilepsy surgical decision-making.

Keyphrases

data analysis
machine learning
decision making
big data
duchenne muscular dystrophy
artificial intelligence
electronic health record
deep learning
network analysis