基于惯性传感器的全髋关节置换术患者Trendelenburg征步态变异性和对称性评估数据集

基于惯性传感器信号的全髋关节置换术后患者步态数据,用于定量区分Trendelenburg征。

SciELO journalsSciELO journals
DataCite Commons
2021-03-23 更新
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时间序列Gait symmetryGait variabilityHarris hip scoreInertial sensorsTrendelenburg signTotal hip arthroplasty
Gait variability and symmetry assessment with inertial sensors for quantitative discrimination of Trendelenburg sign in total hip arthroplasty patients: a pilot study based on convenience sampling

基本信息

模态
时间序列
大小
0.000502682 GB
许可
CC BY 4.0
创建/更新时间
2021-03-23
版本
v1

资源简介

基于惯性传感器的全髋关节置换术患者Trendelenburg征步态变异性和对称性评估数据集

【一句话概览】

本数据集是 figshare 公开的时序数据集,收录 5 个文件、合计 502.68 KB,主题涵盖 Gait symmetry、Gait variability、Harris hip score、Inertial sensors、Trendelenburg sign,可用于疾病进展预测与生理信号时序建模,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Gait variability and symmetry assessment with inertial sensors for quantitative discrimination of Trendelenburg sign in total hip arthroplasty patients: a pilot study based on convenience sampling》。源站首次发布:2018-04-25。

【数据内容】

源站原始描述:Abstract Introduction The aim of this pilot study based on convenience sampling was to analyze the feasibility to quantitatively discriminate Trendelenburg sign (TS), a characteristic drop in pelvic position during gait in hip disfunctions, in patients with total hip arthroplasty (THA), by assessing gait variability and symmetry using inertial sensors. Methods Thirteen patients with right THA, divided into two groups with (GTS, n=4) and without TS (GnTS, n=9) assessed by experienced physician, w…

【数据结构与技术规格】

文件数 5 个,合计 502.68 KB。数据集 DOI:10.6084/m9.figshare.6179846.v1。

【主题与分类】

源站学科分类:Biological Engineering。主题标签:Gait symmetry、Gait variability、Harris hip score、Inertial sensors、Trendelenburg sign、Total hip arthroplasty。

【适用方向】

时序数据适用于疾病进展预测、生理信号监测与事件发生的时序建模。

【获取与许可】

源站页面:https://scielo.figshare.com/articles/dataset/Gait_variability_and_symmetry_assessment_with_inertial_sensors_for_quantitative_discrimination_of_Trendelenburg_sign_in_total_hip_arthroplasty_patients_a_pilot_study_based_on_convenience_sampling/6179846

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Ferreira, Luiz Cláudio Vieira; Rabelo, Amanda Gomes; Vieira, Marcus Fraga; Pereira, Adriano Alves; Andrade, Adriano de Oliveira (2018). Gait variability and symmetry assessment with inertial sensors for quantitative discrimination of Trendelenburg sign in total hip arthroplasty patients: a pilot stu…

【使用注意】

· 源站最后修改于 2023-06-02,引用时请注意版本时效。

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

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当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "2446-4740-reng-2446-474007017-gf01.jpg" "https://ndownloader.figshare.com/files/11192375"
curl -L -o "2446-4740-reng-2446-474007017-gf02.jpg" "https://ndownloader.figshare.com/files/11192387"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/11192396"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/11192402"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/11192411"

文件清单

  • 2446-4740-reng-2446-474007017-gf01.jpg(108.16 KB)
  • 2446-4740-reng-2446-474007017-gf02.jpg(377.63 KB)
  • Table_1.xls(5.63 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(5.63 KB)

文件总体积 502.68 KB(源站 API 实测)。

数据说明

Abstract Introduction The aim of this pilot study based on convenience sampling was to analyze the feasibility to quantitatively discriminate Trendelenburg sign (TS), a characteristic drop in pelvic position during gait in hip disfunctions, in patients with total hip arthroplasty (THA), by assessing gait variability and symmetry using inertial sensors. Methods Thirteen patients with right THA, divided into two groups with (GTS, n=4) and without TS (GnTS, n=9) assessed by experienced physician, were enrolled in the study. Harris Hip Score was applied for specific evaluation of THA. The protocol consisted in walking on a level treadmill during 3 minutes with two inertial sensors attached at anterior superior iliac spine of both sides. For each left and right step, features were extracted from the Y-axis gyroscope signals: peak value, mean absolute value, standard deviation and range. For each feature, a symmetry ratio was calculated as the ratio between left and right side. Results No significant differences were found in Harris Hip Score between groups. The variability assessed by standard deviation for left step, contralateral to the replaced side, was significantly larger for GTS group (p<0.001). Significant differences in the symmetry ratios were found between GTS and GnTS for all features extracted from gyroscopes Y-axis (W=144, p<0.001). The symmetry ratios for GnTS group were approximately equal one (except for range), whereas for the GTS group they exceed the 10% criterion. Conclusion The variability and symmetry ratios of gait features extracted from inertial sensors were successful to discriminate TS in THA patients.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.6179846.v1(source: https://scielo.figshare.com/articles/dataset/Gait_variability_and_symmetry_assessment_with_inertial_sensors_for_quantitative_discrimination_of_Trendelenburg_sign_in_total_hip_arthroplasty_patients_a_pilot_study_based_on_convenience_sampling/6179846)。

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