IntelliRehabDS - A dataset of physical rehabilitation movements

IntelliRehabDS: a physical rehabilitation movements dataset<br> This dataset contains 3D skeleton joints positions of 15 patients and 14 healthy persons while performing a few simple exercises. The data was recorded using a Kinect Sensor. Each exercise has been annotated with the movement type along with a label showing if the movement was executed correctly or not. The annotations were carried out independently by two annotators.<br> The dataset is presented as a collection of .csv files, where each file represents one exercise performed by one person. The nomenclature of the files is the following: SubjectID_DateID_GestureLabel_RepetitionNumber_CorrectLabel_Position.txt<br> SubjectID: id uniquely identifying the person performing the exercise<br> DateID: id identifying the session in which the person was recorded<br> GestureLabel: Label identifying the gesture; possible values are from 0 to 8<br> RepetitionNumber: Each gesture was repeated several times and this shows the repetition number<br> CorrectLabel: A value of 1 represents a gesture labeled as being correctly executed, while a value of 2 is for a gesture labeled as incorrect<br> Position: Some of the persons performed the gestures sitting on a chair or wheelchair, while others standing 2022-01-06: Update: Patient with id 217 was excluded from the analysis in [1] because they had to stop the exercises mid recording. We have left the partial data recording in the published dataset. The peer-reviewed data descriptor for this dataset has now been published in MDPI Data and can be accessed here: https://www.mdpi.com/2306-5729/6/5/46. Please cite this when using the dataset [1] Miron, A., Sadawi, N., Ismail, W., Hussain, H. and Grosan, C., 2021. IntelliRehabDS (IRDS)—A Dataset of Physical Rehabilitation Movements. <em>Data</em>, <em>6</em>(5), p.46.IntelliRehabDS：物理康复运动数据集 本数据集收录了15名患者与14名健康受试者完成若干项简单康复训练时的三维骨骼关节点位数据，数据采集设备为Kinect传感器（Kinect Sensor）。每项训练动作均标注了运动类型，并附带标签以标识该动作是否规范完成。标注工作由两名独立的标注人员完成。 本数据集以.csv格式文件集合的形式发布，每个文件对应一名受试者完成的单次训练动作。文件命名规则如下：SubjectID_DateID_GestureLabel_RepetitionNumber_CorrectLabel_Position.txt 各字段含义分别为： SubjectID：用于唯一标识执行训练动作的受试者的编号； DateID：用于标识本次数据采集会话的编号； GestureLabel：动作类型标签，可选取值范围为0至8； RepetitionNumber：动作重复次数编号，每名受试者会重复完成多次动作，该字段用于标识当前为第几次重复； CorrectLabel：动作合规性标签，取值为1代表该动作被标注为规范完成，取值为2则代表动作未规范完成； Position：动作姿态标识，部分受试者采取坐姿（坐在椅子或轮椅上）完成动作，其余受试者则采取站姿。 2022年1月6日更新：文献[1]的分析已排除编号为217的受试者，因其在数据采集过程中中途终止了训练。本公开数据集仍保留了该受试者的部分采集数据。 本数据集的同行评审数据说明文章已发表于MDPI Data期刊，可通过以下链接获取：https://www.mdpi.com/2306-5729/6/5/46。使用本数据集时请引用以下文献：[1] Miron, A., Sadawi, N., Ismail, W., Hussain, H. and Grosan, C., 2021. IntelliRehabDS（IRDS）——物理康复运动数据集。*Data*, *6*(5), 第46页。