Open workflow for processing of standardized electroencephalographic data
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F21%3A43963649" target="_blank" >RIV/49777513:23520/21:43963649 - isvavai.cz</a>
Result on the web
<a href="http://www.kiv.zcu.cz/vyzkum/software/2021/EEG-WORKFLOW-BRAINVISION-MNE.html" target="_blank" >http://www.kiv.zcu.cz/vyzkum/software/2021/EEG-WORKFLOW-BRAINVISION-MNE.html</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Open workflow for processing of standardized electroencephalographic data
Original language description
Open workflow for processing standardized electroencephalographic (EEG) data is a software tool integrating selected classification methods of machine learning with software tool MNE, the most widely used open software tool for analysis and visualization of neurophysiological data. The workflow contributes to open, standardized and reproducible experimental scientific work with EEG data and has been validated over a public data set in BrainVision format. The experiment software is also available at https://github.com/fkupilik/MNE_ML. The result was created within the project SGS-2019-018 Processing of heterogeneous data and its specialized applications. An analytical article on the workflow was published: Mouček, R. and Kupilík, F. (2021). On Open Workflows for Processing of Standardized Electroencephalography Data. In Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF, pages 667-676. DOI:10.5220/0010345006670676.
Czech name
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Czech description
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Classification
Type
R - Software
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Internal product ID
EEG-WORKFLOW-BRAINVISION-MNE
Technical parameters
Workflow umožňuje reprodukovatelné zpracování standardizovaných elektroencefalografických dat, zahrnuje zejména vybrané sady metod předzpracování a klasifikace dat, Roman Mouček, Technická 8, Plzeň, 377632465, moucek@kiv.zcu.cz
Economical parameters
Úspora nákladů – workflow je otevřené, využívá pouze dalších otevřených standardů a nástrojů, umožňuje reprodukovatelnost
Owner IČO
49777513
Owner name
Západočeská univerzita