巴西公共卫生系统中膀胱癌趋势与死亡率

数据集获取（Figshare）

• 源站标题：Bladder cancer trends and mortality in the brazilian public health system
• DOI：10.6084/m9.figshare.11900601.v1
• 发布日期：2020-02-26
• 文件数：10 个
• 文件总体积：528.70 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Bladder_cancer_trends_and_mortality_in_the_brazilian_public_health_system/11900601

命令行下载

curl -L -o "1677-6119-ibju-46-02-0224-gf01.jpg" "https://ndownloader.figshare.com/files/21824619"
curl -L -o "1677-6119-ibju-46-02-0224-gf02.jpg" "https://ndownloader.figshare.com/files/21824622"
curl -L -o "1677-6119-ibju-46-02-0224-gf03.jpg" "https://ndownloader.figshare.com/files/21824625"
curl -L -o "1677-6119-ibju-46-02-0224-gf04.jpg" "https://ndownloader.figshare.com/files/21824628"
curl -L -o "1677-6119-ibju-46-02-0224-gf05.jpg" "https://ndownloader.figshare.com/files/21824631"
curl -L -o "1677-6119-ibju-46-02-0224-gf06.jpg" "https://ndownloader.figshare.com/files/21824634"
curl -L -o "1677-6119-ibju-46-02-0224-gf07.jpg" "https://ndownloader.figshare.com/files/21824637"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/21824646"

文件清单

• 1677-6119-ibju-46-02-0224-gf01.jpg（70.60 KB）
• 1677-6119-ibju-46-02-0224-gf02.jpg（68.94 KB）
• 1677-6119-ibju-46-02-0224-gf03.jpg（74.78 KB）
• 1677-6119-ibju-46-02-0224-gf04.jpg（78.75 KB）
• 1677-6119-ibju-46-02-0224-gf05.jpg（61.98 KB）
• 1677-6119-ibju-46-02-0224-gf06.jpg（60.19 KB）
• 1677-6119-ibju-46-02-0224-gf07.jpg（96.56 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（5.63 KB）

文件总体积 528.70 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 Introduction Considering the lack of data on BC trends in Brazilian population, mainly as a result of the difficulty on gathering data, the present manuscript provides an overview of bladder cancer incidence, hospitalization, mortality patterns and trends using the Brazilian Data Center for The Public Health System (DATASUS). Materials and Methods All hospital admissions associated with BC diagnosis (ICD-10 C67) between 2008 and 2017 were analyzed. Distributions according to year, gender, age group, ethnicity, death, length of hospital stay, and costs were evaluated. Demographic data was obtained from the last Brazilian national census. Results From 2008 to 2017 there were 119,058 public hospital admissions related to BC. Patients were mostly white males aged 60 to 79 years-old. Mortality rates for patients who have undergone surgery was 6.75% on average, being 7.38% for women and 6.49% for men. Mortality rates were higher when open surgeries were performed compared to endoscopic procedures (4.98% vs 1.18%). Considering only endoscopic procedures, mortality rates were three times higher after urgent surgeries compared to elective ones (2.6% vs 0.6%). Over the years the cystectomy/transurethral bladder resection (C/T) ratio significantly decreased in all Brazilian Regions. In 2008, the C/T ratio was 0.19, while in 2017 it reduced to 0.08. Conclusions Despite BC relatively low incidence, it still represents a significant social economic burden in Brazil, as it presents with recurrent episodes that might require multiple hospitalizations and surgical treatment. The set of data collected might suggest that population access to health care has improved between 2008-2017.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.11900601.v1（source: https://scielo.figshare.com/articles/dataset/Bladder_cancer_trends_and_mortality_in_the_brazilian_public_health_system/11900601）。