Name
Title | ||
|---|---|---|
Sleep: An Open-Source Python Software for Visualization, Analysis, and Staging of Sleep Data. |
Abstract | ||
|---|---|---|
We introduce Sleep, a new Python open-source graphical user interface (GUI) dedicated to visualization, scoring and analyses of sleep data. Among its most prominent features are: (1) Dynamic display of polysomnographic data, spectrogram, hypnogram and topographic maps with several customizable parameters, (2) Implementation of several automatic detection of sleep features such as spindles, K-complexes, slow waves, and rapid eye movements (REM), (3) Implementation of practical signal processing tools such as re-referencing or filtering, and (4) Display of main descriptive statistics including publication-ready tables and figures. The software package supports loading and reading raw EEG data from standard file formats such as European Data Format, in addition to a range of commercial data formats. Most importantly, Sleep is built on top of the VisPy library, which provides GPU-based fast and high-level visualization. As a result, it is capable of efficiently handling and displaying large sleep datasets. Sleep is freely available (http://visbrain. org/sleep) and comes with sample datasets and an extensive documentation. Novel functionalities will continue to be added and open-science community efforts are expected to enhance the capacities of this module. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.3389/fninf.2017.00060 | FRONTIERS IN NEUROINFORMATICS |
Keywords | Field | DocType |
polysomnography,electroencephalography,automatic detection,graphoelements,hypnogram,scoring,graphical user interface,opengl | File format,Data mining,Computer science,Visualization,Hypnogram,Software,Graphical user interface,Documentation,Python (programming language),Polysomnography | Journal |
Volume | ISSN | Citations |
11 | 1662-5196 | 1 |
PageRank | References | Authors |
0.36 | 3 | 8 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Etienne Combrisson | 1 | 12 | 2.81 |
| Raphael Vallat | 2 | 1 | 0.70 |
| Jean-Baptiste Eichenlaub | 3 | 2 | 0.80 |
| Christian O'Reilly | 4 | 138 | 9.72 |
| Tarek Lajnef | 5 | 12 | 4.12 |
| Aymeric Guillot | 6 | 8 | 1.26 |
| Perrine Ruby | 7 | 37 | 4.59 |
| Karim Jerbi | 8 | 208 | 18.84 |