Dynamic Electrical Source Imaging (DESI) of Seizures and Interictal Epileptic Discharges Without Ensemble Averaging
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2016.2595329
Abstract: We propose an algorithm for electrical source imaging of epileptic discharges that takes a data-driven approach to regularizing the dynamics of solutions. The method is based on linear system identification on short time segments, combined… read more here.
Keywords: epileptic discharges; electrical source; ensemble averaging; source imaging ... See more keywords
Artificial Intelligence-based Detection of Epileptic Discharges from Pediatric Scalp Electroencephalograms: A Pilot Study.
Sign Up to like & getrecommendations! Published in 2022 at "Acta medica Okayama"
DOI: 10.18926/amo/64111
Abstract: We developed an artificial intelligence (AI) technique to identify epileptic discharges (spikes) in pediatric scalp electroencephalograms (EEGs). We built a convolutional neural network (CNN) model to automatically classify steep potential images into spikes and background… read more here.
Keywords: epileptic discharges; intelligence based; pediatric scalp; artificial intelligence ... See more keywords