Data analytics for research on complex brain disorders

<ns3:p>There exist many research tools for complex brain disorders both proprietary and open source. Those tools are mostly focused on specific use cases and don’t offer a holistic view of the research and diagnostic processes. The MES-CoBraD platform offers a holistic tool that participates in all the phases of the process from planning to execution. In it researchers can create workflows of the diagnostic and research procedures. The Data Analytics module provides the functionality described in these workflows, mainly the analytical functions. The tools are integrated with the rest of the platform in a seamless manner. They are capable of analyzing different categories of data including imaging data, electroencephalogram (EEG)/polysomnography (PSG), medical device data, and consumer technology data. In this paper we present a summary of how the MES-CoBraD platform operates, the role of the data analytics in it, the actual functions implemented and integrated in the Data Analytics module and a number of use cases which show how each specific function can be used during the research and clinical procedures.</ns3:p>

Authors

Publication Details

Journal
Open Research Europe
Published
2024-11-08
DOI
https://doi.org/10.12688/openreseurope.18505.1
Primary Topic
EEG and Brain-Computer Interfaces
Type
article
Field-Weighted Citation Impact
0.00

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article

Data analytics for research on complex brain disorders

Dimitris Askounis, Loukas Ilias, Christos Ntanos, Michael Kontoulis et al.
Open Research Europe
EEG and Brain-Computer Interfaces
article

Data analytics for research on complex brain disorders

Dimitris Askounis, Loukas Ilias, Christos Ntanos, Michael Kontoulis, Theodosios Pountridis, George Doukas, Vangelis Lamprou, George Ladikos, Kostantinos Alexakis
article en

Abstract

<ns3:p>There exist many research tools for complex brain disorders both proprietary and open source. Those tools are mostly focused on specific use cases and don’t offer a holistic view of the research and diagnostic processes. The MES-CoBraD platform offers a holistic tool that participates in all the phases of the process from planning to execution. In it researchers can create workflows of the diagnostic and research procedures. The Data Analytics module provides the functionality described in these workflows, mainly the analytical functions. The tools are integrated with the rest of the platform in a seamless manner. They are capable of analyzing different categories of data including imaging data, electroencephalogram (EEG)/polysomnography (PSG), medical device data, and consumer technology data. In this paper we present a summary of how the MES-CoBraD platform operates, the role of the data analytics in it, the actual functions implemented and integrated in the Data Analytics module and a number of use cases which show how each specific function can be used during the research and clinical procedures.</ns3:p>

Open Research EuropeVol. 4
Horizon 2020 Framework Programme
Openalex Percentile: Top 80%
EEG and Brain-Computer Interfaces
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