An open-source toolbox for standardized use of PhysioNet Sleep EDF Expanded Database

Published: Aug 1, 2015
Abstract
PhysioNet Sleep EDF database has been the most popular source of data used for developing and testing many automatic sleep staging algorithms. However, the recordings from this database has been used in an inconsistent fashion. For example, arbitrary selection of start and end times from long term recordings, data-hypnogram mismatches, different performance metrics and hypnogram conversion from R&K to AASM. All these differences result in...
Paper Details
Title
An open-source toolbox for standardized use of PhysioNet Sleep EDF Expanded Database
Published Date
Aug 1, 2015
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