癌症筛查与随访：法国全国横断面研究

数据集获取（Figshare）

• 源站标题：Cancer screening and follow-up in general practice: A French nationwide cross-sectional study
• DOI：10.6084/m9.figshare.12850493.v1
• 发布日期：2020-08-24
• 文件数：3 个
• 文件总体积：166.58 KB
• 源站页面：https://tandf.figshare.com/articles/dataset/Cancer_screening_and_follow-up_in_general_practice_A_French_nationwide_cross-sectional_study/12850493

命令行下载

curl -L -o "igen_a_1784875_sm0158.docx" "https://ndownloader.figshare.com/files/24412289"
curl -L -o "igen_a_1784875_sm0144.docx" "https://ndownloader.figshare.com/files/24412292"
curl -L -o "igen_a_1784875_sm1274.doc" "https://ndownloader.figshare.com/files/24412295"

文件清单

• igen_a_1784875_sm0158.docx（23.94 KB）
• igen_a_1784875_sm0144.docx（42.29 KB）
• igen_a_1784875_sm1274.doc（100.35 KB）

文件总体积 166.58 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

The overall activity of general practitioners (GPs) related to cancer screening and follow-up is poorly documented.
To describe cancer screening and follow-up activities carried out in general practice and analyse them according to the socio-economic characteristics of patients.
We used data from a French nationwide, multicentre, cross-sectional study that described the distribution of health problems managed in general practice and the associated processes of care. Analyses were adjusted on age and gender when appropriate, using a multivariate, hierarchical, linear mixed-effects model.
Among 20,613 consultations recorded, 580 involved cancer screening (2.8%) and 475 cancer follow-ups (2.3%). The most frequent cancer screening procedures concerned colorectal cancer (38.6% of screening procedures), breast cancer (32.6%), cervical cancer (17.0%), and prostate cancer (9.3%). In consultations with female patients, the most frequent types of cancer followed up were breast (44.9%) and colorectal cancer (10.5%), and with male patients, the most frequent were prostate (37.3%) and skin cancer (10.3%). After adjustment on age and gender, consultations with cancer follow-up included a mean 1.9 health problems managed in addition to cancer. Consultations with cancer screening or follow-up issue less often involved a patient on low income than other consultations (2.4% vs. 4.2%, and 1.1% vs. 4.2%, respectively).
Around 5% of French general practice consultations include cancer screening or follow-up. Socio-economical inequalities demand further research.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.12850493.v1（source: https://tandf.figshare.com/articles/dataset/Cancer_screening_and_follow-up_in_general_practice_A_French_nationwide_cross-sectional_study/12850493）。