Optimizing detection and deep learning-based classification of pathological high-frequency oscillations in epilepsy.

Tonmoy MonsoorYipeng ZhangAtsuro DaidaShingo OanaQiujing LuShaun A HussainAria FallahRaman SankarRichard J StabaWilliam SpeierVwani RoychowdhuryHiroki Nariai

Published in: Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology (2023)

Enhancing the detection and classification methods of HFOs will improve their utility in predicting postoperative seizure outcomes.

Keyphrases

deep learning
high frequency
machine learning
transcranial magnetic stimulation
artificial intelligence
loop mediated isothermal amplification
convolutional neural network
label free
real time pcr
patients undergoing
working memory
temporal lobe epilepsy