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Publication Type : Conference Paper
Thematic Areas : Learning-Technologies, Medical Sciences, Biotech
Publisher : IEEE
Source : Proceedings of the Seventh International Conference on Advances in Computing, Communications and Informatics (ICACCI-2018), Bangalore, Karnataka, India, Sept 19-22, 2018, 2313-2317. doi:10.1109/ICACCI.2018.8554786
Url : https://ieeexplore.ieee.org/document/8554786
Keywords : Browser-based, EEG data analysis, ICT, neuroimaging, Visualization .
Campus : Amritapuri
School : School of Computing, School of Biotechnology, School of Engineering
Center : Computational Bioscience, Amrita Mind Brain Center, Biotechnology, Computational Neuroscience and Neurophysiology
Department : Computer Science, Computational Neuroscience Laboratory, biotechnology
Year : 2018
Abstract : Neuroimaging techniques are among the fastest growing research topics and attempt to study and understand neural activity associated with nervous system functions. Used as interfaces and clinical tools, electroencephalography (EEG) techniques measure voltage fluctuations resulting from neurons and electrical activity in the brain and associated circuits. To allow, web-based and easy to use EEG analysis software, we have developed an online platform to perform EEG data analysis and to verify recorded data. The data analysis platform was implemented with Jinja and MNE-Python tools allowing scalable and reasonably fast browser-based access to processing EEG datasets. With exporting datasets, setting markers to time and frequency domain analysis, the web-based platform allows users to perform rhythmic classification and topographical visualization of EEG spectrum in numerical and graphical formats for easy exploration by clinicians and data scientists.
Cite this Research Publication : N. P. Ramachandran, Kurup, R. Ramachandr, Alphonse, J., Chellaiah, P., Manjusha Nair, Dr. Bipin G. Nair, and Dr. Shyam Diwakar, “Design and Implementation of an Open-Source Browser-based Laboratory Platform for EEG Data Analysis”, in Proceedings of the Seventh International Conference on Advances in Computing, Communications and Informatics (ICACCI-2018), Bangalore, Karnataka, India, Sept 19-22, 2018, 2313-2317. doi:10.1109/ICACCI.2018.8554786