EEG Data for Patients Receiving Intravenous Antibiotic Medication

This dataset has been collected in the Patient Recovery Center (a 24-hour, 7-day nurse staffed facility) with medical consultant from the Mobile Healthcare Service of Hamad Medical Corporation. The collection of the raw EEG data is made possible by the use of a non-invasive head-cap type device (i.e., EMOTIV EPOC+ with 14 EEG channels). Using this dataset, we conduct a biological data collection and analysis study for patients undergoing routine planned treatment. The primary objective of our study is the safe collection of EEG data from patients receiving antibiotic therapy, in addition to analyzing the acquired data for detecting the medication side effects, i.e., that might indicate risk of seizure. This study aims to collect and monitor the EEG activity of patients receiving intravenous medication. The acquired EEG data in this study has been collected from 30 patients: before, during, and after receiving the medication. We remark that each column in our dataset files is mapping a particular channel of EMOTIV EPOC+, in addition to a class label column (the first column), i.e., refers to the data collection phase, and a patient identification column (the second column). Number of rows in our dataset represents time instance of the recording channels.

本数据集由哈马德医疗公司移动医疗服务中心（一家全天候、七日制、由护士值班的支持医疗咨询的设施）收集而成。原始脑电图（EEG）数据的收集得益于一种非侵入式头帽型设备（即EMOTIV EPOC+脑电图仪，包含14个通道）。利用此数据集，我们开展了一项针对接受常规计划治疗的患者进行的生物数据收集和分析研究。本研究的主要目标是安全地收集接受抗生素治疗患者的脑电图数据，并对所获得的数据进行分析，以检测药物副作用，即可能表明癫痫发作风险的副作用。本研究旨在收集和监测接受静脉药物治疗的患者的脑电图活动。在本研究中收集的脑电图数据来自30名患者：在接受药物治疗前、中、后。我们指出，本数据集中每列均对应EMOTIV EPOC+的特定通道，此外，还有一个类别标签列（第一列），即指数据收集阶段，以及一个患者识别列（第二列）。数据集中行数代表记录通道的时间实例。