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Koushik et al., 2019 - Google Patents

Real-time smartphone-based sleep staging using 1-channel EEG

Koushik et al., 2019

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Document ID
8550722080813939283
Author
Koushik A
Amores J
Maes P
Publication year
Publication venue
2019 IEEE 16th international conference on wearable and implantable body sensor networks (BSN)

External Links

Snippet

Automatic and real-time sleep scoring is necessary to develop user interfaces that trigger stimuli in specific sleep stages. However, most automatic sleep scoring systems have been focused on offline data analysis. We present the first, real-time sleep staging system that …
Continue reading at dspace.mit.edu (PDF) (other versions)

Classifications

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    • A61B5/4806Sleep evaluation
    • A61B5/4818Sleep apnoea
    • AHUMAN NECESSITIES
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    • A61B5/7264Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
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    • A61B5/7257Details of waveform analysis characterised by using transforms using Fourier transforms
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    • A61B5/04Detecting, measuring or recording bioelectric signals of the body of parts thereof
    • A61B5/0402Electrocardiography, i.e. ECG
    • A61B5/0452Detecting specific parameters of the electrocardiograph cycle
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    • A61B5/7405Details of notification to user or communication with user or patient ; user input means using sound

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