基于躯干不对称的脊柱侧弯支具填充新方法数据集

基于躯干不对称的脊柱侧弯支具填充方法数据集,包含3D扫描、Cobb角及体态参数,用于比较新型支具与传统支具疗效。

NIAID Data Ecosystem
浏览 16
医学影像Scoliosis/diagnosisBracesBrace padding designCobb angleTorso deformity perceptionTorso asymmetryBiomechanicsOrthopaedics
A new scoliosis brace padding method based on trunk asymmetry for scoliosis treatment

基本信息

模态
医学影像
大小
0.001864183 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

基于躯干不对称的脊柱侧弯支具填充新方法数据集

【一句话概览】

本数据集是 figshare 公开的影像数据集,收录 1 个文件、合计 1.86 MB,主题涵盖 Scoliosis/diagnosis、Braces、Brace padding design、Cobb angle、Torso deformity perception,可用于医学图像分割、检测与分类模型的训练与评测,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《A new scoliosis brace padding method based on trunk asymmetry for scoliosis treatment》。源站首次发布:2022-09-05。

【数据内容】

源站原始描述:Introduction: Pressure pads are used with scoliosis braces to adjust the magnitude and location of corrective forces that mechanically support the torso in order to correct the spine deformity. In the conventional brace design approaches, the location and shape of pads are determined based on the visual assessment of the clinician. The accuracy of this approach could be improved as it is limited to the clinician''s expertise. The present study aimed to develop a new brace padding method based on…

【数据结构与技术规格】

文件数 1 个,合计 1.86 MB。supplementary material-20220905T041920Z-001.zip:application/zip,1.86 MB。数据集 DOI:10.6084/m9.figshare.20946646.v1。

【主题与分类】

源站学科分类:Clinical microbiology、Orthopaedics。主题标签:Scoliosis/diagnosis、Braces、Brace padding design、Cobb angle、Torso deformity perception、Torso asymmetry、Biomechanics、Orthopaedics。

【适用方向】

影像类数据可用于医学图像分析模型(检测、分割、分类)的训练与评测,也可用于标注质量与成像参数相关性的研究。

【获取与许可】

源站页面:https://figshare.com/articles/dataset/A_new_scoliosis_brace_padding_method_based_on_trunk_asymmetry_for_scoliosis_treatment/20946646

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

规范引用:Bidari, Shahrbanoo; Kamyab, Mojtaba; Komeili, Amin; Ganjavian, Mohammadsaleh (2022). A new scoliosis brace padding method based on trunk asymmetry for scoliosis treatment. figshare. Dataset

官方服务

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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。

免登录

有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

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 "supplementary material-20220905T041920Z-001.zip" "https://ndownloader.figshare.com/files/37230694"

文件清单

  • supplementary material-20220905T041920Z-001.zip(1.86 MB)

文件总体积 1.86 MB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Introduction: Pressure pads are used with scoliosis braces to adjust the magnitude and location of corrective forces that mechanically support the torso in order to correct the spine deformity. In the conventional brace design approaches, the location and shape of pads are determined based on the visual assessment of the clinician. The accuracy of this approach could be improved as it is limited to the clinician’'s expertise. The present study aimed to develop a new brace padding method based on trunk asymmetry for adolescents with idiopathic scoliosis and compare the efficacy of the developed method with conventional braces in improving the Cobb angle and body posture symmetricity.

Materials and Methods: The trunk surface geometry was scanned using a 3D scanner. The best plane of symmetry (Psym) was determined, and the original trunk was reflected in the Psym, creating the reflected trunk. The difference between the reflected and original trunks was computed and color-coded using deviation contour maps (DCM). The boundary of deformed regions, with a minimum of 6 mm DCMs, was identified as the trim lines for brace pads. Eight participants were recruited and divided into conventional and new padding groups. 

The variation of Cobb angle and torso asymmetry parameters, including the trunk rotation and back surface rotation, as well as the brace satisfaction and trunk appearance perception of the two groups, were compared after three months of treatment. 

Results: Cobb angle improved equally in the new brace (N.B.) and conventional brace (C.B.) groups. However, back surface rotation improved in the N.B. group (+49.6%) and worsened in the C.B. group (-6.8%). Mean trunk rotation was improved by 30% in the N.B. and further exacerbated by -2.2% in the C.B. group. The brace satisfaction and trunk appearance perception scores were higher in the N.B. than in the C.B. group; however not statistically significant. 

Conclusion: The present study showed that the proposed brace padding system improved the trunk appearance without negatively affecting the Cobb angle correction.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.20946646.v1(source: https://figshare.com/articles/dataset/A_new_scoliosis_brace_padding_method_based_on_trunk_asymmetry_for_scoliosis_treatment/20946646)。

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