Arm Tremor Database - A Study on the Essential and Parkinson's Arm Tremor Classification
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https://zenodo.org/record/4772130
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Database including arm tremor data acquired via accelerometers from volunteers diagnosed with essential and Parkinson's tremor, as well as volunteers with no tremor diagnosis. The uploaded files include:<br> 1) "database.mat": the database in Matlab cell and struct-type format<br> 2) "readme.txt": a text file providing more information on the database structure Part of the dataset was used in the work accepted for publication in: V. Skaramagkas, G. Andrikopoulos, Z. Kefalopoulou, and P. Polychronopoulos, "A Study on the Essential and Parkinson’s Arm Tremor Classification," in MDPI Signals, Special Issue on Biosignals Processing and Analysis in Biomedicine, vol.2, no.2, pp. 201-224, April 2021; DOI: 10.3390/signals2020016 2021. Please refer to the above mentioned article and readme.txt file for more information on the data acquisition procedure. Corresponding Authors:<br> Vasileios Skaramagkas, vskaramagkas96@gmail.com<br> George Andrikopoulos, andrikopg@gmail.com
本数据集包含通过加速度计采集的肢体震颤数据,受试志愿者涵盖确诊为原发性震颤(essential tremor)与帕金森震颤(Parkinson's tremor)的人群,以及无震颤诊断的志愿者。
上传的数据集文件包括:
1) "database.mat":采用Matlab元胞数组与结构体格式存储的数据集本体文件
2) "readme.txt":用于详细说明数据集结构的文本说明文件。
本数据集的部分内容曾用于以下已发表的研究工作:V. Skaramagkas、G. Andrikopoulos、Z. Kefalopoulou与P. Polychronopoulos撰写的《A Study on the Essential and Parkinson’s Arm Tremor Classification》,刊载于MDPI旗下期刊《Signals》2021年4月第2卷第2期,专题为《生物医学中的生物信号处理与分析》,页码范围201-224;DOI: 10.3390/signals2020016。
如需了解更多数据采集流程的相关信息,请参阅上述发表论文与readme.txt文件。
通讯作者:
瓦西里奥斯·斯卡拉马加斯(Vasileios Skaramagkas),邮箱:vskaramagkas96@gmail.com
乔治·安德里科波洛斯(George Andrikopoulos),邮箱:andrikopg@gmail.com
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Zenodo创建时间:
2021-05-19



