巴西东北部女性医疗轨迹与障碍数据集

巴西东北部某卫生区域宫颈高度鳞状上皮内病变女性患者的医疗轨迹与障碍数据,基于访谈收集。

SciELO journalsSciELO journals
DataCite Commons
2020-08-26 更新
浏览 11
文本Comprehensive Health CareSystems IntegrationRegional Health PlanningUterine Cervical Neoplasms
Healthcare trajectories and obstacles faced by women in a health region in Northeast Brazil

基本信息

模态
文本
大小
0.005105224 GB
许可
CC BY 4.0
创建/更新时间
2020-08-26
版本
v1

资源简介

巴西东北部女性医疗轨迹与障碍数据集

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 5 个文件、合计 5.11 MB,主题涵盖 Comprehensive Health Care、Systems Integration、Regional Health Planning、Uterine Cervical Neoplasms,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Healthcare trajectories and obstacles faced by women in a health region in Northeast Brazil》。源站首次发布:2019-12-04。

【数据内容】

源站原始描述:Abstract: The article aims to assess organization and access to the Healthcare Network in a health region, from the perspective of female users. Healthcare trajectories were constructed for women with high-grade cervical squamous intraepithelial lesions, covered by different modalities of primary health care (PHC) in urban and rural areas, in municipalities in the interior, and in the capital city of the Northeast health region, Brazil. Women used PHC as their regular service for prevention and…

【数据结构与技术规格】

文件数 5 个,合计 5.11 MB。数据集 DOI:10.6084/m9.figshare.11313725.v1。

【主题与分类】

源站学科分类:Environmental and Occupational Health and Safety。主题标签:Comprehensive Health Care、Systems Integration、Regional Health Planning、Uterine Cervical Neoplasms。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://scielo.figshare.com/articles/dataset/Healthcare_trajectories_and_obstacles_faced_by_women_in_a_health_region_in_Northeast_Brazil/11313725

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

规范引用:Galvão, Jôse Ribas; Almeida, Patty Fidelis de; Santos, Adriano Maia dos; Bousquat, Aylene (2019). Healthcare trajectories and obstacles faced by women in a health region in Northeast Brazil. 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。

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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 "1678-4464-csp-35-12-e00004119-gf3.jpg" "https://ndownloader.figshare.com/files/20055665"
curl -L -o "1678-4464-csp-35-12-e00004119-gf4.jpg" "https://ndownloader.figshare.com/files/20055668"
curl -L -o "1678-4464-csp-35-12-e00004119-gf1.jpg" "https://ndownloader.figshare.com/files/20055671"
curl -L -o "1678-4464-csp-35-12-e00004119-gf2.jpg" "https://ndownloader.figshare.com/files/20055674"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/20055677"

文件清单

  • 1678-4464-csp-35-12-e00004119-gf3.jpg(764.59 KB)
  • 1678-4464-csp-35-12-e00004119-gf4.jpg(2.65 MB)
  • 1678-4464-csp-35-12-e00004119-gf1.jpg(541.86 KB)
  • 1678-4464-csp-35-12-e00004119-gf2.jpg(1.14 MB)
  • Table_1.xls(9.73 KB)

文件总体积 5.11 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: The article aims to assess organization and access to the Healthcare Network in a health region, from the perspective of female users. Healthcare trajectories were constructed for women with high-grade cervical squamous intraepithelial lesions, covered by different modalities of primary health care (PHC) in urban and rural areas, in municipalities in the interior, and in the capital city of the Northeast health region, Brazil. Women used PHC as their regular service for prevention and care, but reported barriers to access to medical appointments, especially in rural areas. Positive assessments were associated with positive reception by the health service and representation of the basic health unit or family health unit as the available locus for care. A perception of low case-resolution capacity in PHC was associated with delays in scheduling referrals, irregular/insufficient supply of medicines, and physician turnover. Women reported difficulty in access to specialized care, especially in municipalities in the interior, with the use of public and private services. All the users in the capital city of the health region underwent confirmatory diagnostic tests and surgeries in the Brazilian Unified National Health System (SUS). Support from family members, friends, and local politicians were part of the healthcare trajectories. Interprofessional communication was nearly non-existent and health professional-patient communication was precarious. The regionalized network appeared disconnected and with confusing flows in terms of guaranteeing timely access for users in municipalities in the interior and with additional difficulties for those in rural areas, even in the capital city, revealing incompleteness in regional arrangements and persistence of inter- and intra-municipal inequalities in access.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.11313725.v1(source: https://scielo.figshare.com/articles/dataset/Healthcare_trajectories_and_obstacles_faced_by_women_in_a_health_region_in_Northeast_Brazil/11313725)。

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。

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