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Batłomiej Gmaj on Muck Rack

Batłomiej Gmaj

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Articles

Universal approach to actigraphic sleep/wake scoring, verified against 5 classic algorithms on 3 datasets.

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By Piotr Biegański, Anna Duszyk-Bogorodzka, Dorota Wołyńczyk-Gmaj, Piotr Durka, Batłomiej Gmaj
| Nature Verified
Abstract Actigraphy is a non-invasive and inexpensive method to monitor sleep/wake patterns in a natural environment via a wrist-worn activity sensor. Traditionally, detection of sleep/wake periods from actigraphic data relies on smoothing and thresholding the time series of recorded “activity counts”. The first step is implemented by convolution with empirically chosen coefficients, tailored separately for the data and hardware used in each study.
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