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Identification and Compression Ratios of Standards for Recording Time-Series Resulting from Biomedical Signals

机译:用于记录生物医学信号产生的时间序列标准的识别和压缩比

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Over the years, the development of technologies in the healthcare sector has been fundamental for the identification of diseases, time reduction of clinical assessments and patient monitoring. The main implication of this is an increase in the quality of care provided to patients. However, the use of technology has some relevant side effects, being the increase in the amount of produced information one of the most important. Currently, there is a large volume of medical devices able to collect vital signs from patients, and this diversity generated by different equipment manufacturers, originates a variety of file formats. This factor complicates the sharing of data between research centers. In this context, this study identified the main file formats existing for the storage of time-series resulting from biomedical signals. The distinct file formats were assessed by using a benchmark, which was biomedical data publicly available. It was found that the file format EDF is the one which requires less memory storage capacity and the possibility of accounting for embedding structured information relevant for the description of the data (e.g., annotation of events, patient and device information). Considering the increase in the amount of digital information and the eminent necessity of sharing data among researchers these results suggest that researchers should adopt available solutions, for instance the use of the EDF file format, for dealing with the problem of data compression and dissemination.
机译:多年来,医疗保健部门技术的发展一直是疾病鉴定的基础,临床评估和患者监测的时间减少。这方面的主要含义是向患者提供护理质量的增加。然而,使用技术具有一些相关的副作用,是产生信息量的增加最重要的。目前,有大量的医疗设备能够收集来自患者的重要症状,并由不同设备制造商产生的这种多样性起源于各种文件格式。该因素使研究中心之间的数据共享复杂。在此上下文中,本研究确定了用于存储由生物医学信号产生的时间序列的主要文件格式。通过使用基准来评估不同的文件格式,该基准是公开可用的生物医学数据的基准。发现文件格式EDF是需要更少的内存存储容量的文件,以及考虑嵌入与数据描述相关的结构化信息的可能性(例如,事件,患者和设备信息的注释)。考虑到研究人员之间的数字信息量的增加和分享数据的重要性这些结果表明,研究人员应采用可用的解决方案,例如使用EDF文件格式,以便处理数据压缩和传播问题。

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