胸腰椎脊柱融合术-流行病学与费用数据集
描述2014-2015年巴西Cristo Redentor医院胸腰椎骨折手术患者的流行病学与费用数据,共32例,涵盖性别、年龄、费用、骨折节段、感染、脊髓损伤等变量。

基本信息
资源简介
胸腰椎脊柱融合术-流行病学与费用数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 2 个文件、合计 11.26 KB,主题涵盖 Spine、Spinal fractures、Spinal injuries,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《THORACOLUMBAR SPINAL ARTHRODESIS - EPIDEMIOLOGY AND COSTS》。配套论文《THORACOLUMBAR SPINAL ARTHRODESIS - EPIDEMIOLOGY AND COSTS》发表于 Coluna/Columna(2017),DOI:10.1590/s1808-185120171601162774。源站首次发布:2022-06-07。
【数据内容】
源站原始描述:ABSTRACT Objective: To describe the epidemiology of patients with thoracolumbar spine fracture submitted to surgery at Hospital Cristo Redentor and the related costs. Methods: Prospective epidemiological study between July 2014 and August 2015 of patients with thoracolumbar spine fracture with indication of surgery. The variables analyzed were sex, age, cost of hospitalization, fractured levels, levels of arthrodesis, surgical site infection, UTI or BCP, spinal cord injury, etiology, length of s…
【数据结构与技术规格】
文件数 2 个,合计 11.26 KB。数据集 DOI:10.6084/m9.figshare.20013997.v1。
【主题与分类】
源站学科分类:Orthopaedics、Rehabilitation and Therapy (excl. Physiotherapy)。主题标签:Spine、Spinal fractures、Spinal injuries。
【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/THORACOLUMBAR_SPINAL_ARTHRODESIS_-_EPIDEMIOLOGY_AND_COSTS/20013997
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:NASCIMENTO, TOBIAS LUDWIG DO; ROGÉRIO, LUIZ PEDRO WILLIMANN; REIS, MARCELO MARTINS DOS; ALMEIDA, LEANDRO PELEGRINI DE; FINGER, GUILHERME; GREGGIANIN, GABRIEL FRIZON; et al. (2017). THORACOLUMBAR SPINAL ARTHRODESIS - EPIDEMIOLOGY AND COSTS. SciELO journals. Dataset
【使用注意】
· 源站最后修改于 2023-05-31,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:THORACOLUMBAR SPINAL ARTHRODESIS - EPIDEMIOLOGY AND COSTS
- DOI:10.6084/m9.figshare.20013997.v1
- 发布日期:2022-06-07
- 文件数:2 个
- 文件总体积:11.26 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/THORACOLUMBAR_SPINAL_ARTHRODESIS_-_EPIDEMIOLOGY_AND_COSTS/20013997
命令行下载
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35660554"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35660557"
文件清单
Table_1.xls(5.63 KB)Table_2.xls(5.63 KB)
文件总体积 11.26 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: To describe the epidemiology of patients with thoracolumbar spine fracture submitted to surgery at Hospital Cristo Redentor and the related costs. Methods: Prospective epidemiological study between July 2014 and August 2015 of patients with thoracolumbar spine fracture with indication of surgery. The variables analyzed were sex, age, cost of hospitalization, fractured levels, levels of arthrodesis, surgical site infection, UTI or BCP, spinal cord injury, etiology, length of stay, procedure time, and visual analog scale (VAS) . Results: Thirty-two patients were evaluated in the study period, with a mean age of 38.68 years. Male-female ratio was 4:1 and the most frequent causes were fall from height (46.87%) and traffic accidents (46.87%). The thoracolumbar transition was the most affected (40.62%), with L1 vertebra involved in 23.8% of the time. Neurological deficit was present in 40.62% of patients. Hospital stay had a median of 14 days and patients with neurological deficit were hospitalized for a longer period (p<0.001), with an increase in hospital costs (p= 0.015). The average cost of hospitalization was U$2,874.80. The presence of BCP increased the cost of hospitalization, and patients with spinal cord injury had more BCP (p= 0.014) . Conclusion: Public policies with an emphasis on reducing traffic accidents and falls can help reduce the incidence of these injuries and studies focusing on hospital costs and rehabilitation need to be conducted in Brazil to determinate the burden of spinal trauma and spinal cord injury.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.20013997.v1(source: https://scielo.figshare.com/articles/dataset/THORACOLUMBAR_SPINAL_ARTHRODESIS_-_EPIDEMIOLOGY_AND_COSTS/20013997)。
数据缺失?
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