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Weak supervision as an efficient approach for automated seizure detection in electroencephalography

Automated seizure detection from electroencephalography (EEG) would improve the quality of patient care while reducing medical costs, but achieving reliably high performance across patients has proven difficult. Convolutional Neural Networks (CNNs) show promise in addressing this problem, but they a...

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Bibliografiske detaljer
Udgivet i:NPJ Digit Med
Main Authors: Saab, Khaled, Dunnmon, Jared, Ré, Christopher, Rubin, Daniel, Lee-Messer, Christopher
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7170880/
https://ncbi.nlm.nih.gov/pubmed/32352037
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-020-0264-0
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