巴西巴氏涂片检查过度分析（2006-2015）

数据集获取（Figshare）

• 源站标题：Analysis of the Excess of Papanicolaou Tests in Brazil from 2006 to 2015
• DOI：10.6084/m9.figshare.19962429.v1
• 发布日期：2022-06-02
• 文件数：9 个
• 文件总体积：4.56 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/Analysis_of_the_Excess_of_Papanicolaou_Tests_in_Brazil_from_2006_to_2015/19962429

命令行下载

curl -L -o "6f5bbfc8db5abc12a9311260019cda635339bcdd.tif" "https://ndownloader.figshare.com/files/35531241"
curl -L -o "5d4cb5f9372189314f04d3ccccb83ed6aaa8f19e.png" "https://ndownloader.figshare.com/files/35531244"
curl -L -o "0e780cf9f39e680d4683f741708918630ae65a6a.jpg" "https://ndownloader.figshare.com/files/35531247"
curl -L -o "d34d1b6737d0664be5f3a0f9b5329f4fda30072a.tif" "https://ndownloader.figshare.com/files/35531250"
curl -L -o "bd0b9b1aa0981794bdc308a4fe9958ca4632167a.png" "https://ndownloader.figshare.com/files/35531253"
curl -L -o "8b3b179595325818e87e5b3e6da02a347ffdd749.jpg" "https://ndownloader.figshare.com/files/35531256"
curl -L -o "26482d5e4d36bc6d5a276a8766ef5419ec2dbe79.tif" "https://ndownloader.figshare.com/files/35531259"
curl -L -o "3000dd394dfb3daea509e0db434f2294f2b03705.png" "https://ndownloader.figshare.com/files/35531262"

文件清单

• 6f5bbfc8db5abc12a9311260019cda635339bcdd.tif（1.51 MB）
• 5d4cb5f9372189314f04d3ccccb83ed6aaa8f19e.png（177.33 KB）
• 0e780cf9f39e680d4683f741708918630ae65a6a.jpg（7.72 KB）
• d34d1b6737d0664be5f3a0f9b5329f4fda30072a.tif（1.45 MB）
• bd0b9b1aa0981794bdc308a4fe9958ca4632167a.png（125.47 KB）
• 8b3b179595325818e87e5b3e6da02a347ffdd749.jpg（6.75 KB）
• 26482d5e4d36bc6d5a276a8766ef5419ec2dbe79.tif（1.19 MB）
• 3000dd394dfb3daea509e0db434f2294f2b03705.png（92.10 KB）
• 817fb4a88bf2cd37e74ea91aa73bf0ad2856829e.jpg（6.93 KB）

文件总体积 4.56 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 Objective To analyze the quantity of cervical smears, also designated Papanicolaou tests, between 2006 and 2015 in all the Federal units of Brazil, as well as to verify the quantity of exams collected outside the recommended age range and the economic impact of such excess. Methods The data was collected from the Ministry of Health’s database called Sistema de Informação do Câncer do Colo de Útero (SISCOLO), which contains all the test results collected nationwide by the Unified Health System (SUS, in the Portuguese acronym). From that, the number of exams and the age range of thewomen who underwent them were analyzed; besides, these numbers were stratified according to the state of where the exam was performed. The quantity of exams collected outside the recommended age range was verified, and, so, the economic impact generated was noted. Results Between 2006and2015, 87,425,549Papanicolaoutestswere collected in Brazil. Of these, 20,215,052 testswere collected outside the age range recommended by the Brazilian Ministry of Health; this number corresponded to 23.12% of all exams. From such data, considering that each Pap smear collected by SUS generates a cost of BRL 7.30 to the government, according to the information in the Tabela SUS dated September 2018, there was a total charge of BRL 147,569,880 for tests collected outside the protocol. Conclusion In Brazil, according to the Ministry of Health’s protocol about the recommended practices on collecting Pap smears, whose newest edition dates of 2016, it is recommended that Pap smears are collected inwomen from a specific age range, inwhom the potential diagnosing advantages overcome the onus of overdiagnosis or of a lesion with great regression potential. However, such protocols have not been correctly followed, promoting more than 20 million tests in excess, and an exorbitant cost for the Brazilian public health system. It is relevant to take measures to correctly use the official protocol, reducing the patients risks, as well as the economic impact for SUS.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.19962429.v1（source: https://scielo.figshare.com/articles/dataset/Analysis_of_the_Excess_of_Papanicolaou_Tests_in_Brazil_from_2006_to_2015/19962429）。