All Tasks- STROKE - ALAMEDA Bracelet Data with manual Annotations

The tasks_all_total_with_manual_annotations.csv file contains accelerometer data and task labels of the pilot stroke patients that are given in folder datasets/bracelet/stroke. It includes 11 patients that are manually annotated and consists of 7 columns. Those columns are: x, y, z, which represent the accelerometer values of the bracelets sensors used on either left or right wrist of the patients T and time, which represent the timestamp of the activity (time) and the period (T). Patient ID column, which is the number id of the patients. Task column, which represents the task performed by the patient. This file contains the tasks that are described below. Inside of each parenthesis, is given the name of each task, based on the annotations that were provided on datasets/annotations/raw_medical_tracking/stroke/ intense-monitoring_with_manual_annotations_v2.xlsx file and on the accelerometer data that were available on stroke pilot folder mentioned above. Those tasks are: cane_above_head (Cane above the head) standing_on_forefeet (Standing on the forefeet) lateral_steps (Lateral steps) rotation_cane (Rotations using a cane) cane_to_chest (Cane-to-chest) lateral_movement (Lateral movements with cane) hands_on_cane (Hands on the cane) lifting_knees (Lifting the knees) normal_walk (Normal walking) tandem_walk (Tandem walking) bicycle_walk (Bycicle walking) walk_with_knees_raised (Walking with the knees raised) rowing_movement (Rowing movements) flexion_extension_knees (Flexion and extension of the knees) The features used to recognize activities in stroke patients are x,y,z and Task.`tasks_all_total_with_manual_annotations.csv` 文件包含中风试点患者的加速度计数据与任务标签，相关数据存储于 `datasets/bracelet/stroke` 文件夹中。该数据集涵盖11名经人工标注的患者，共包含7列数据，各列说明如下： 1. x、y、z：分别代表佩戴在患者左右手腕的手环传感器采集的加速度计数值； 2. T 与 time：分别代表活动的时间戳（time）与周期（T）； 3. Patient ID：用于标识患者的编号列； 4. Task：代表患者所执行的任务列。 本文件包含下述活动任务，各任务名称均依据 `datasets/annotations/raw_medical_tracking/stroke/intense-monitoring_with_manual_annotations_v2.xlsx` 文件中的标注，以及前述中风试点文件夹中的加速度计数据确定，具体任务如下： 举杖过头顶（cane_above_head）、 前脚掌站立（standing_on_forefeet）、 侧向移步（lateral_steps）、 持杖旋转（rotation_cane）、 持杖抵胸（cane_to_chest）、 持杖侧向移动（lateral_movement）、 双手扶杖（hands_on_cane）、 抬膝动作（lifting_knees）、 正常行走（normal_walk）、 串联行走（tandem_walk）、 单车行走（bicycle_walk）、 高抬腿行走（walk_with_knees_raised）、 划船动作（rowing_movement）、 膝关节屈伸（flexion_extension_knees）。 用于识别中风患者活动的特征为x、y、z及Task列。