All Tasks- STROKE - ALAMEDA Bracelet Data with manual Annotations

<p>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/<strong>stroke</strong>. 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 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> file and on the accelerometer data that were available on stroke pilot folder mentioned above. Those tasks are:</p> <ol> <ol> <li> <p>cane_above_head (Cane above the head)</p> </li> <li> <p>standing_on_forefeet (Standing on the forefeet)</p> </li> <li> <p>lateral_steps (Lateral steps)</p> </li> <li> <p>rotation_cane (Rotations using a cane)</p> </li> <li> <p>cane_to_chest (Cane-to-chest)</p> </li> <li> <p>lateral_movement (Lateral movements with cane)</p> </li> <li> <p>hands_on_cane (Hands on the cane)</p> </li> <li> <p>lifting_knees (Lifting the knees)</p> </li> <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> <li> <p>rowing_movement (Rowing movements)</p> </li> <li> <p>flexion_extension_knees (Flexion and extension of the knees)</p> </li> </ol> </ol> <p>&nbsp;</p> <p>The features used to recognize activities in stroke patients are x,y,z and Task.</p>