PD-BioStampRC21: Parkinson's Disease Accelerometry Dataset from Five Wearable Sensor Study

The PD-BioStampRC21 dataset provides data from a wearable sensoraccelerometry study conducted for studying activity, gait, tremor, andother motor symptoms in individuals with Parkinson's disease (PD). Inaddition to individuals with PD, the dataset also includes data forcontrols that also went through the same study protocol as the PDparticipants. Data were acquired using lightweight MC 10 BioStamp RCsensors (MC 10 Inc, Lexington, MA), five of which were attached toeach participant for gathering data over a roughly two dayinterval.

PD-BioStampRC21数据集提供了关于可穿戴式传感器加速度计研究的数据，该研究旨在探究帕金森病（PD）患者活动、步态、震颤及其他运动症状。除了帕金森病患者，该数据集还纳入了参与相同研究方案的健康对照组数据。数据采集采用了轻便的MC 10 BioStamp RC传感器（MC 10 Inc，莱克星顿，马萨诸塞州），每位参与者佩戴五个传感器，数据采集时间约为两天。

搜集汇总

背景与挑战

背景概述

PD-BioStampRC21数据集是一个关于帕金森病的可穿戴传感器研究数据集，包含17名患者和17名对照组的数据，通过五个BioStamp RC传感器采集约两天的加速度计数据，用于研究活动、步态、震颤等运动症状。数据集包含传感器数据和临床评估注释，格式为CSV和TXT文件，总大小约56GB。