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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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Dettagli Bibliografici
Pubblicato in:NPJ Digit Med
Autori principali: Saab, Khaled, Dunnmon, Jared, Ré, Christopher, Rubin, Daniel, Lee-Messer, Christopher
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2020
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Accesso online: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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