巴西唇腭裂初次手术治疗延迟因素的多水平分析数据集

巴西唇腭裂患者初次手术延迟的多水平分析数据集,包含社会经济、人口学及手术信息,用于探讨治疗延迟的影响因素。

Figshare
2021-05-01 更新
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表格Cleft lipCleft palateSurgeryEpidemiologic factorsHealth services
Factors associated with the delay in primary surgical treatment of cleft lip and palate in Brazil: a multilevel analysis

基本信息

模态
表格
大小
0.001074978 GB
许可
CC BY 4.0
创建/更新时间
2021-05-01
版本
v1

资源简介

巴西唇腭裂初次手术治疗延迟因素的多水平分析数据集

【数据集背景】

本数据集源站标题为《Factors associated with the delay in primary surgical treatment of cleft lip and palate in Brazil: a multilevel analysis》。源站首次发布:2022-05-27。

【数据内容】

源站原始描述:Abstract This study analyzed the delay in the primary surgical treatment of patients with cleft lip and palate in Brazil performed under the Unified Health System (SUS), and the effect of the sociodemographic context and municipal socioeconomic indicators on access to this treatment (2009-2013). Data from the Decentralized Hospital Information System relating to all hospital authorization forms paid for primary cleft lip and/or palate surgeries and socioeconomic data (2010) was used. The ages re…

【数据结构与技术规格】

文件数 6 个,合计 1.07 MB。数据集 DOI:10.6084/m9.figshare.19904810.v1。

【主题与分类】

源站学科分类:Health Policy。主题标签:Cleft lip、Cleft palate、Surgery、Epidemiologic factors、Health services。

【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/Factors_associated_with_the_delay_in_primary_surgical_treatment_of_cleft_lip_and_palate_in_Brazil_a_multilevel_analysis/19904810

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

规范引用:Sousa, Giselle Firmino Torres de; Roncalli, Angelo Giuseppe (2021). Factors associated with the delay in primary surgical treatment of cleft lip and palate in Brazil: a multilevel analysis. SciELO journals. Dataset

【使用注意】

· 源站最后修改于 2023-06-13,引用时请注意版本时效。

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 "bc2eecccf0f4b46b68ee191f930ebea2aede148d.tif" "https://ndownloader.figshare.com/files/35345336"
curl -L -o "fff4b316e50faab781eb0dca0532b743780c2010.png" "https://ndownloader.figshare.com/files/35345339"
curl -L -o "dc38ec9de344acdb80db80bf076d85a2a7e6434b.jpg" "https://ndownloader.figshare.com/files/35345342"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35345345"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35345348"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/35345351"

文件清单

  • bc2eecccf0f4b46b68ee191f930ebea2aede148d.tif(1.02 MB)
  • fff4b316e50faab781eb0dca0532b743780c2010.png(17.51 KB)
  • dc38ec9de344acdb80db80bf076d85a2a7e6434b.jpg(4.78 KB)
  • Table_1.xls(9.73 KB)
  • Table_2.xls(9.73 KB)
  • Table_3.xls(9.73 KB)

文件总体积 1.07 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

Abstract This study analyzed the delay in the primary surgical treatment of patients with cleft lip and palate in Brazil performed under the Unified Health System (SUS), and the effect of the sociodemographic context and municipal socioeconomic indicators on access to this treatment (2009-2013). Data from the Decentralized Hospital Information System relating to all hospital authorization forms paid for primary cleft lip and/or palate surgeries and socioeconomic data (2010) was used. The ages recommended by the American Cleft Palate-Craniofacial Association (12 months for lip surgeries and 18 months for palate surgeries) were used as parameters. The prevalence of delay observed in primary lip surgeries was 66.4% and in palate surgeries was 71.2%. The North and Northeast regions had the worst percentages of delay. Non-whites had a greater prevalence of delay in cleft lip surgeries with PR = 1.40 (1.30-1.50) and cleft palate surgeries with PR = 1.27 (1.21-1.33). The multilevel analysis identified the influence of self-reported skin color and Human Development Index (HDI) on the delay of primary lip surgery, and of HDI on the delay of palate surgery. The importance of social determination on the access to primary cleft lip and palate surgeries was evident.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.19904810.v1(source: https://scielo.figshare.com/articles/dataset/Factors_associated_with_the_delay_in_primary_surgical_treatment_of_cleft_lip_and_palate_in_Brazil_a_multilevel_analysis/19904810)。

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