工人赔偿与腰椎融合术临床结果较差相关
该数据集包含132例腰椎融合术患者的术前术后临床数据,分析工人赔偿状态与疼痛、功能和生活质量结果的关系。

基本信息
资源简介
工人赔偿与腰椎融合术临床结果较差相关
【数据集背景】
本数据集源站标题为《WORKERS'' COMPENSATION IS ASSOCIATED WITH WORST CLINICAL RESULTS AFTER LUMBAR FUSION》。配套论文《WORKERS'' COMPENSATION IS ASSOCIATED WITH WORST CLINICAL RESULTS AFTER LUMBAR FUSION》发表于 Coluna/Columna(2017),DOI:10.1590/s1808-185120171604174270。源站首次发布:2017-12-20。
【数据内容】
源站原始描述:ABSTRACT Objective: The objective of this study was to evaluate the association of clinical results with preoperative situation of worker compensation (WC) in patients submitted to spine surgery. Methods: This was a retrospective, comparative, single center study. Patients who underwent lumbar spine arthrodesis were included. The outcomes were pain scores (VAS), physical constraint (ODI) and quality of life (EQ-5D). Outcomes were analyzed before surgery and after surgery (minimum follow-up of si…
【数据结构与技术规格】
文件数 4 个,合计 56.93 KB。数据集 DOI:10.6084/m9.figshare.5720722.v1。
【主题与分类】
源站学科分类:Orthopaedics、Rehabilitation and Therapy (excl. Physiotherapy)。主题标签:Spine/surgery、Working conditions、Quality of life、Work、Arthrodesis、Spinal fusion、Psychology, social。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://scielo.figshare.com/articles/dataset/WORKERS_COMPENSATION_IS_ASSOCIATED_WITH_WORST_CLINICAL_RESULTS_AFTER_LUMBAR_FUSION/5720722
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Marchi, Luis; Nogueira-Neto, Joes; Amaral, Vivian; Amaral, Rodrigo; Faulhaber, Nicholai; Coutinho, Etevaldo; et al. (2017). WORKERS'' COMPENSATION IS ASSOCIATED WITH WORST CLINICAL RESULTS AFTER LUMBAR FUSION. SciELO journals. Dataset
【使用注意】
· 源站最后修改于 2023-06-03,引用时请注意版本时效。
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)
- 源站标题:WORKERS’’ COMPENSATION IS ASSOCIATED WITH WORST CLINICAL RESULTS AFTER LUMBAR FUSION
- DOI:10.6084/m9.figshare.5720722.v1
- 发布日期:2017-12-20
- 文件数:4 个
- 文件总体积:56.93 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/WORKERS_COMPENSATION_IS_ASSOCIATED_WITH_WORST_CLINICAL_RESULTS_AFTER_LUMBAR_FUSION/5720722
命令行下载
curl -L -o "1808-1851-coluna-16-04-00310-gf1.png" "https://ndownloader.figshare.com/files/10052542"
curl -L -o "1808-1851-coluna-16-04-00310-gf2.png" "https://ndownloader.figshare.com/files/10052551"
curl -L -o "1808-1851-coluna-16-04-00310-gf3.png" "https://ndownloader.figshare.com/files/10052569"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/10052575"
文件清单
1808-1851-coluna-16-04-00310-gf1.png(15.37 KB)1808-1851-coluna-16-04-00310-gf2.png(17.36 KB)1808-1851-coluna-16-04-00310-gf3.png(18.57 KB)Table_1.xls(5.63 KB)
文件总体积 56.93 KB(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
ABSTRACT Objective: The objective of this study was to evaluate the association of clinical results with preoperative situation of worker compensation (WC) in patients submitted to spine surgery. Methods: This was a retrospective, comparative, single center study. Patients who underwent lumbar spine arthrodesis were included. The outcomes were pain scores (VAS), physical constraint (ODI) and quality of life (EQ-5D). Outcomes were analyzed before surgery and after surgery (minimum follow-up of six months and maximum of 12). Two groups were compared: individuals with or without WC at preoperative visit. Results: A total of 132 cases were analyzed (mean age 54 years and 51% female), 29 (22%) assigned to the WC group. The groups were matched for age, sex, and preoperative depression levels. In the preoperative period, the groups showed equal pain and physical constraint; however the CT group had lower quality of life (p=0.05). Although both groups showed improvement in clinical outcomes after surgery (p<0.05), worse scores were observed for the WC group compared to the non-WC group, respectively: VAS 4.9 vs. 3.2 (p=0.02), ODI 34.7 vs. 23.4 (p=0.002), and EQ-5D 0.56 vs. 0.75 (p=0.01). Conclusion: In this study it was possible to observe that WC is associated with worse clinical results following elective surgical treatment of the lumbar spine.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.5720722.v1(source: https://scielo.figshare.com/articles/dataset/WORKERS_COMPENSATION_IS_ASSOCIATED_WITH_WORST_CLINICAL_RESULTS_AFTER_LUMBAR_FUSION/5720722)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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