Epileptic seizure forecasting with long short-term memory (LSTM) neural networks

no code implementations • 18 Sep 2023 • Daniel E. Payne, Jordan D. Chambers, Anthony Burkitt, Mark J. Cook, Levin Kuhlman, Dean R. Freestone, David B. Grayden

Monitoring the change in EEG features over time allowed our model to produce good results over a range of different window sizes, which is an improvement on previous models and raises the possibility of altering the forecast to meet individual patient needs.

EEG