巴西黏膜变化诊断和住院口腔癌患者：社会经济因素的影响

数据集获取（Figshare）

• 源站标题：Diagnosis of mucosal changes and hospitalized oral cancer patients in Brazil: influence of socioeconomic factors
• DOI：10.6084/m9.figshare.20011504.v1
• 发布日期：2022-06-07
• 文件数：11 个
• 文件总体积：7.21 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/Diagnosis_of_mucosal_changes_and_hospitalized_oral_cancer_patients_in_Brazil_influence_of_socioeconomic_factors/20011504

命令行下载

curl -L -o "f1c4739926b8967ed9f503e789c948e36ce279ae.tif" "https://ndownloader.figshare.com/files/35639839"
curl -L -o "42c006445801f0e58346ce6ef3a2163dde724f3b.png" "https://ndownloader.figshare.com/files/35639842"
curl -L -o "b3115d52c906451d59e78ceb925ebab0f0404eaa.jpg" "https://ndownloader.figshare.com/files/35639845"
curl -L -o "19eb96ad252d232df0eea789fe8684f3cefa37d9.tif" "https://ndownloader.figshare.com/files/35639848"
curl -L -o "e29755441cb3777b8de6930259bb9885b60fc769.png" "https://ndownloader.figshare.com/files/35639851"
curl -L -o "3fa6e5b49c2798de1e20dba9543492d7b5bb683c.jpg" "https://ndownloader.figshare.com/files/35639854"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35639857"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35639860"

文件清单

• f1c4739926b8967ed9f503e789c948e36ce279ae.tif（3.27 MB）
• 42c006445801f0e58346ce6ef3a2163dde724f3b.png（828.18 KB）
• b3115d52c906451d59e78ceb925ebab0f0404eaa.jpg（10.39 KB）
• 19eb96ad252d232df0eea789fe8684f3cefa37d9.tif（2.46 MB）
• e29755441cb3777b8de6930259bb9885b60fc769.png（606.46 KB）
• 3fa6e5b49c2798de1e20dba9543492d7b5bb683c.jpg（7.98 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（5.63 KB）
• Table_4.xls（5.63 KB）
• Table_5.xls（5.63 KB）

文件总体积 7.21 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 aimed to analyze the influence of socioeconomic factors on the frequency of diagnoses of oral mucosal changes and the number of hospitalized patients with oral and oropharyngeal cancer in Brazil. This cross-sectional study analyzed data from all Brazilian cities in the period 2011–2017. The frequency of diagnoses of oral mucosal changes and the number of hospitalized patients of oral and oropharyngeal cancer in Brazil were extracted from the Primary Care Information System (SIAB) and Brazilian National Cancer Institute (INCA) databases. The socioeconomic factors evaluated were the Gini coefficient of inequality, municipal Human Development Index (MHDI), inadequate basic sanitation rate, employment rate, illiteracy rate and expected years of schooling. Associated factors were examined using bivariate Spearman’s correlations and multivariate Poisson regressions, and statistically significant (p < 0.05) correlations between study variables and regression coefficients were obtained. A higher frequency of diagnoses of mucosal changes was observed in cities with a higher Gini coefficient (B = 11.614; p < 0.001), higher MHDI (B = 11.298; p < 0.001), and higher number of hospitalized patients with oral and oropharyngeal cancer (B = 0.001, p < 0.002). Cities with higher Gini coefficients (B = 8.159, p < 0.001), higher inadequate basic sanitation rates (B = 0.09, p = 0.001), lower expected years of schooling (B = -0.718, p < 0.001), and higher illiteracy rates (B = 0.191, p < 0.001) had a higher frequency of hospitalized patients with oral and oropharyngeal cancer. In conclusion, more developed cities showed a higher frequency of diagnoses of mucosal changes. Greater inequality and worse socioeconomic conditions are associated with a higher frequency of hospitalized patients with oral and oropharyngeal cancer in Brazil.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.20011504.v1（source: https://scielo.figshare.com/articles/dataset/Diagnosis_of_mucosal_changes_and_hospitalized_oral_cancer_patients_in_Brazil_influence_of_socioeconomic_factors/20011504）。