通过分析宫颈细胞学检查申请单中未提供信息评估患者安全

基于巴西宫颈细胞学申请单的回顾性研究数据,分析信息不完整情况,评估患者安全风险。

Figshare
2018-12-01 更新
浏览 12
表格cervixpatient safetyPap smear test
Patient safety by analyzing the information not provided in the requisition orders of cervical cytology test

基本信息

模态
表格
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2018-12-01
版本
v1

资源简介

通过分析宫颈细胞学检查申请单中未提供信息评估患者安全

【数据集背景】

本数据集源站标题为《Patient safety by analyzing the information not provided in the requisition orders of cervical cytology test》。配套论文《Patient safety by analyzing the information not provided in the requisition orders

of cervical cytology test》发表于 Jornal Brasileiro de Patologia e Medicina Laboratorial(2018),DOI:10.5935/1676-2444.20180066。源站首次发布:2019-01-16。

【数据内容】

源站原始描述:ABSTRACT Introduction: Cervical cancer is a serious public health problem because of its high incidence and mortality in developing countries and is, therefore, a priority in global health. Organized screening programs can reduce the incidence and mortality of cervical cancer due to the early detection of precancerous lesions. Objective: To evaluate the incomplete information from cervical cytology test requisitions of the National Cancer Control Programme of the Brazilian Ministry of Health (Mo…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。数据集 DOI:10.6084/m9.figshare.7591343.v1。

【主题与分类】

源站学科分类:Medicine、Pathology、Medical Biotechnology not elsewhere classified。主题标签:cervix、patient safety、Pap smear test。

【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/Patient_safety_by_analyzing_the_information_not_provided_in_the_requisition_orders_of_cervical_cytology_test/7591343

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

规范引用:Costa, Dayane B.; Carvalho, Analine Rosa B. A.; Chaves, Michele Ana F.; Plewka, Jacqueline; Turkiewicz, Maurício (2018). Patient safety by analyzing the information not provided in the requisition orders of cervical cytology test. SciELO journals. Dataset

【使用注意】

· 源站最后修改于 2023-05-31,引用时请注意版本时效。

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

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 "Table_1.xls" "https://ndownloader.figshare.com/files/14094701"

文件清单

  • Table_1.xls(5.63 KB)

文件总体积 5.63 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: Cervical cancer is a serious public health problem because of its high incidence and mortality in developing countries and is, therefore, a priority in global health. Organized screening programs can reduce the incidence and mortality of cervical cancer due to the early detection of precancerous lesions. Objective: To evaluate the incomplete information from cervical cytology test requisitions of the National Cancer Control Programme of the Brazilian Ministry of Health (MoH), verifying the percentage of non-completion in a municipality in western Paraná, Brazil. Methods: A retrospective and quantitative study was carried out, based on data from cervical cytology test requisitions, from women attended by the Unified Health System [Sistema Único de Saúde (SUS)] in a municipality in western Paraná from May 2014 to May 2015. Results: The failure to provide the information occurred in 9,010 (40.9%) requisitions. The information not provided is mandatory for the health team responsible for collecting this exam in accordance with MoH guidelines. Conclusion: There is a need for professional training about filling in the information on requisitions, because they collaborate with the increase of the sensitivity and specificity of the cytology test, thus allowing more reliable results that aid in patient safety.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7591343.v1(source: https://scielo.figshare.com/articles/dataset/Patient_safety_by_analyzing_the_information_not_provided_in_the_requisition_orders_of_cervical_cytology_test/7591343)。

数据缺失?

依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

获取专属数据定制方案