Stroke - Tasks Walking Total With Manual Annotation Bracelet Dataset

<p>The tasks_walking_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 and include only walking activities. It includes 11 patients that are manually annotated and consists of 7 columns. Those columns are:</p> <ol> <li> <p>x, y, z, which represent the accelerometer values of the bracelets sensors used on either left or right wrist of the patients</p> </li> <li> <p>T and time, which represent the timestamp of the activity (time) and the period (T).</p> </li> <li> <p>Patient ID column, which is the number id of the patients.</p> </li> <li> <p>Task column, which represents the task performed by the patient.</p> </li> </ol> <p>This file contains the walking 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/<strong>intense-monitoring_with_manual_annotations_v2.xlsx</strong>&nbsp;file and on the accelerometer data that were available on stroke pilot folder mentioned above. Those tasks are:</p> <ol> <li> <ol> <li> <p>normal_walk (Normal walking)</p> </li> <li> <p>tandem_walk (Tandem walking)</p> </li> <li> <p>bicycle_walk (Bycicle walking)</p> </li> <li> <p>walk_with_knees_raised (Walking with the knees raised)</p> </li> </ol> </li> </ol> <p>&nbsp;</p> <p>The features used to recognize walking activities in stroke patients are x,y,z and Task.</p>