BioSig: An Imaging Bioinformatics System for Phenotypic Analysis (RRID:SCR_008428)Copy Citation Copied
URL: http://biosig.sourceforge.net/
Proper Citation: BioSig: An Imaging Bioinformatics System for Phenotypic Analysis (RRID:SCR_008428)
Description: Software library for processing of electroencephalogram (EEG) and other biomedical signals like electroencephalogram (EEG), electrocorticogram (ECoG), electrocardiogram (ECG), electrooculogram (EOG), electromyogram (EMG), respiration, and so on. Biosig contains tools for quality control, artifact processing, time series analysis, feature extraction, classification and machine learning, and tools for statistical analysis. Many tools are able to handle data with missing values (statistics, time series analysis, machine learning). Another feature is that more then 40 different data formats are supported, and a number of converters for EEG,, ECG and polysomnography are provided. Biosig has been widely used for scientific research on EEG-based BraiN-Computer Interfaces (BCI), sleep research, and ECG and HRV analysis. It provides software interfaces several programming languages (C, C++, Matlab/Octave, Python), and it provides also an interactive viewing and scoring software for adding, and editing of annotations, markers and events.
Abbreviations: BioSig
Resource Type: software toolkit, data processing software, image processing software, software library, software resource, software application
Defining Citation: DOI:10.1109/MC.2008.407
Keywords: application, autocorrelation, bsd, c, c++, connectivity analysis, correlation, cross-correlation, directed transfer analysis, discriminant analysis, domain independent, eeg, meg, electrocorticography, end event related potential, format conversion, german, gnome, granger causality, information theory, kde, linux, matlab, microsoft, multivariate analysis, partial directed coherence, posix/unix-like, python, regression, spectral analysis, statistical operation, temporal transformation, time domain analysis, win32 (ms windows), windows, electrocorticogram, electrocardiogram, electrooculogram, electromyogram, respiration, signal, processing, biosignal
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