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

Abstract 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, b...

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Bibliographic Details
Main Authors: Khaled Saab, Jared Dunnmon, Christopher Ré, Daniel Rubin, Christopher Lee-Messer
Format: Article
Language:English
Published: Nature Portfolio 2020-04-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-020-0264-0