EPILEPSIAE - A European epilepsy database

被引:145
|
作者
Ihle, Matthias [1 ,2 ]
Feldwisch-Drentrup, Hinnerk [1 ,2 ,3 ,4 ]
Teixeira, Cesar A. [5 ]
Witon, Adrien [6 ]
Schelter, Bjoern [2 ,7 ]
Timmer, Jens [2 ,7 ,8 ]
Schulze-Bonhage, Andreas [1 ,3 ]
机构
[1] Univ Hosp Freiburg, Epilepsy Ctr, D-79106 Freiburg, Germany
[2] Univ Freiburg, Ctr Data Anal & Modeling FDM, Freiburg, Germany
[3] Univ Freiburg, Bernstein Ctr Computat Neurosci, Freiburg, Germany
[4] Univ Freiburg, Fac Biol, Dept Neurobiol & Biophys, Freiburg, Germany
[5] Univ Coimbra, Ctr Informat & Syst CISUC, P-3000 Coimbra, Portugal
[6] Hop La Pitie Salpetriere, CNRS, UMR 7225,INSERM,UMRS 975,UPMC, Ctr Rech,Inst Cerveau & Moelle Epiniere CRICM, Paris, France
[7] Univ Freiburg, Dept Phys, Freiburg, Germany
[8] Univ Freiburg, Freiburg Inst Adv Studies, Freiburg, Germany
关键词
Database; Schema; Epilepsy; Seizure prediction; EEG; SEIZURE PREDICTION METHODS; SYSTEM;
D O I
10.1016/j.cmpb.2010.08.011
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With a worldwide prevalence of about 1%, epilepsy is one of the most common serious brain diseases with profound physical, psychological and, social consequences. Characteristic symptoms are seizures caused by abnormally synchronized neuronal activity that can lead to temporary impairments of motor functions, perception, speech, memory or, consciousness. The possibility to predict the occurrence of epileptic seizures by monitoring the electroen-cephalographic activity (EEG) is considered one of the most promising options to establish new therapeutic strategies for the considerable fraction of patients with currently insufficiently controlled seizures. Here, a database is presented which is part of an EU-funded project "EPILEPSIAE" aiming at the development of seizure prediction algorithms which can monitor the EEG for seizure precursors. High-quality, long-term continuous EEG data, enriched with clinical metadata, which so far have not been available, are managed in this database as a joint effort of epilepsy centers in Portugal (Coimbra), France (Paris) and Germany (Freiburg). The architecture and the underlying schema are here reported for this database. It was designed for an efficient organization, access and search of the data of 300 epilepsy patients, including high quality long-term EEG recordings, obtained with scalp and intracranial electrodes, as well as derived features and supplementary clinical and imaging data. The organization of this European database will allow for accessibility by a wide spectrum of research groups and may serve as a model for similar databases planned for the future. (C) 2010 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:127 / 138
页数:12
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