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Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network

Electroencephalography (EEG) is a valuable clinical tool for grading injury caused by lack of blood and oxygen to the brain during birth. This study presents a novel end-to-end architecture, using a deep convolutional neural network, that learns hierarchical representations within raw EEG data. The...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Annu Int Conf IEEE Eng Med Biol Soc
Main Authors: Raurale, Sumit A., Boylan, Geraldine B., Lightbody, Gordon, O’Toole, John M.
Format: Artigo
Jezik:Inglês
Izdano: 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7613058/
https://ncbi.nlm.nih.gov/pubmed/33019363
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC44109.2020.9175337
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