Login / Signup

Interictal stereo-electroencephalography features below 45 Hz are sufficient for correct localization of the epileptogenic zone and postsurgical outcome prediction.

Petr KlimesPetr NejedlyValentina HrtonovaJan CimbalnikVojtech TravnicekMartin PailLaure Peter-DerexJeffery A HallRaluca PanaJosef HalamekPavel JurakMilan BrázdilBirgit Frauscher
Published in: Epilepsia (2024)
Low-frequency features are sufficient for correct localization of the EZ and outcome prediction with no additional value when considering HF features. This finding allows significant simplification of the feature calculation process and opens the possibility of using these models in SEEG recordings with lower sampling rates, as commonly performed in clinical routines.
Keyphrases
  • machine learning
  • deep learning