Melbourne NeuroVista Seizure Prediction Trial

This data is licensed under a Creative Commons license with conditions on ATTRIBUTION, NON-COMMERCIAL use and SHARE-ALIKE<br>NON-COMMERCIAL- data use is for private individual/research/teaching training and no other purpose- commercial entities may not use this data for any reason- this data may not be used for patent applications, licensed software, IP or other for-profit use<br>ATTRIBUTION<br>Data should be cited as the Melbourne University NeuroVista Seizure Prediction Data (https://doi.org/10.26188/5b6a999fa2316).<br>The following reference should be used:Cook, Mark J., et al. "Prediction of seizure likelihood with a long-term, implanted seizure advisory system in patients with drug-resistant epilepsy: a first-in-man study." <i>The Lancet Neurology</i> 12.6 (2013): 563-571.<br><br>SHARE-ALIKE- derivative works must be distributed under a Creative Commons license- derivative works may include (but not limited to) neural networks, classifiers, mathematical models, computational models, networks, figures that are derived substantially from the data<br>Seizures for 12 patients recorded during the NeuroVista trial. Folders contain a number of .mat files (one file per seizure). Each file contains a variable 'data' with dimensions TxN where T is the data length and N is the number of electrode channels (16). T is variable (depending on seizure length. Seizure onset is at 1 minute. Seizure offset is 10s before the end of data. Sampling rate is 400Hz.<br>For more information refer to Cook et al (2013).To use this data in your work please cite the original paper (provided in references) by Cook et al (2013).

本数据集采用知识共享（Creative Commons）许可协议发布，需满足署名（ATTRIBUTION）、非商业使用（NON-COMMERCIAL）、相同方式共享（SHARE-ALIKE）三大条件。

非商业使用仅限个人私人用途、科研或教学培训，不得用于其他任何目的；商业机构不得以任何理由使用本数据集；本数据集不得用于专利申请、授权软件、知识产权或其他营利性用途。

署名要求：引用时需标注为「墨尔本大学NeuroVista癫痫预测数据集（https://doi.org/10.26188/5b6a999fa2316）」，同时需引用以下学术文献：
Cook, Mark J., 等. "Prediction of seizure likelihood with a long-term, implanted seizure advisory system in patients with drug-resistant epilepsy: a first-in-man study." *《柳叶刀·神经病学（The Lancet Neurology）》* 12.6 (2013): 563-571.

相同方式共享条款：衍生作品需以知识共享许可协议进行分发；衍生作品包括但不限于基于本数据集大幅衍生得到的神经网络、分类器、数学模型、计算模型、网络结构及可视化图表等。

本数据集收录了NeuroVista试验中12例患者的癫痫发作记录。每个文件夹内包含若干`.mat`格式文件（每一次癫痫发作对应一个文件）。每个文件中包含名为`data`的变量，其维度为T×N：其中T为数据总时长，N为电极通道数（共16通道）。T的取值随单次发作时长变动，发作起始点位于数据的第1分钟处，发作终止点位于数据结束前10秒处，采样率为400Hz。

更多详细信息可参考Cook等人2013年的研究。若在您的工作中使用本数据集，请引用上述Cook等人2013年发表的原始文献。

搜集汇总

背景与挑战

背景概述

该数据集记录了12名癫痫患者的发作数据，包含每次发作的16通道脑电信号，采样率为400Hz，适用于癫痫预测研究。数据使用受限于非商业用途，需遵循特定的引用和分享协议。