Search Results for author: Bahareh Pourbabaee

Found 2 papers, 0 papers with code

SleepNet: Automated Sleep Analysis via Dense Convolutional Neural Network Using Physiological Time Series

no code implementations11 Mar 2019 Bahareh Pourbabaee, Matthew Howe-Patterson, Matthew Patterson, Frederic Benard

The sleep events including sleep stages, arousal regions and multiple types of apnea and hypopnea are manually annotated by experts which enables us to train our proposed network using a multi-task learning mechanism.

Multi-Task Learning Time Series +1

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