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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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Meta-EEG of Siena Scalp EEG Database v1.0.0

Authors: Handa, Palak; Gupta, Muskan; Anand Sachdeva, Rishita; Gupta, Esha; Goel, Nidhi; Woitek, Ramona;

Meta-EEG of Siena Scalp EEG Database v1.0.0

Abstract

Artificial intelligence (AI) based automated epilepsy diagnosis has aimed to ease the burden of manual detection, prediction, and management of seizure and epilepsy-specific EEG signals for medical specialists. With increasing open-source, raw and large EEG databases, there is a need for data standardization of patient and seizure sensitive AI analysis with reduced redundant information. This work releases a balanced, annotated, fixed time and length meta-data of Siena Scalp EEG database v1.0.0. The work releases patient inter-specific and patient non-specific EEG data extracted using specific time stamps of ictal, pre-ictal, post-ictal and peri-ictal EEG provided in the original database (annotations). Further details of this metadata can be found in the provided csv file (Siena DB timestamp.csv). The released EEG data is available in csv format and class labels are provided in the last row of the csv files. PN00-3 has not been included in this database. Latest update: The dataset has been moved to: Data of Meta-EEGs Please only download and cite the latest version!

Keywords

Meta Data, Inter-patient EEG analysis, Siena Scalp EEG, EEG Database, Epilepsy Diagnosis, Seizure Detection

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
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2
Average
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79
56