matlab-based sleep-scoring software Search Results


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A noncumulative number of citations (y-axis) per year (x-axis) for (a) four leading general-purpose EEG packages (EEGLAB, orange; Fieldtrip, green; Brainstorm, red; MNE-Python, blue) and (b) leading software packages implementing automatic preprocessing of EEG data (PREP pipeline, blue; APP, orange; Autoreject, green; ADJUST, red; FASTER, purple; HAPPE, brown; rASRMatlab, pink). Citations are based on the Scopus database (17.12.2023).

Journal: bioRxiv

Article Title: SleepEEGpy: a Python-based package for the preprocessing, analysis, and visualization of sleep EEG data

doi: 10.1101/2023.12.17.572046

Figure Lengend Snippet: A noncumulative number of citations (y-axis) per year (x-axis) for (a) four leading general-purpose EEG packages (EEGLAB, orange; Fieldtrip, green; Brainstorm, red; MNE-Python, blue) and (b) leading software packages implementing automatic preprocessing of EEG data (PREP pipeline, blue; APP, orange; Autoreject, green; ADJUST, red; FASTER, purple; HAPPE, brown; rASRMatlab, pink). Citations are based on the Scopus database (17.12.2023).

Article Snippet: At present, EEG software packages are either implemented in MATLAB and behind a paywall ( , , , , , , ), are optimized for sleep EEG but restricted to either preprocessing , sleep scoring , or specific analyses , or are based on Python but not necessarily optimized for sleep research ( ).

Techniques: Software