医院分层系统
加纳全国医院乳腺癌治疗服务调查数据集，含328家医院的分层治疗等级和地理空间分析，用于识别治疗资源扩展的高收益区域。
基本信息
资源简介
医院分层系统
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集，收录 1 个文件、合计 5.63 KB，主题涵盖 trained research assistants、67 %, respectively、modal treatment modeled、framework treatment recommendations、population proximity provides，可用于统计建模、特征工程与队列分析，CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Hospital stratification system.》。源站首次发布：2023-09-15。
【数据内容】
源站原始描述：Breast cancer in Ghana is a growing public health problem with increasing incidence and poor outcomes. Lack of access to comprehensive treatment in Ghana may be a contributing factor to its high mortality. The purpose of this study was to evaluate the availability of treatments nationwide and systematically identify high yield areas for targeted expansion. We conducted a cross-sectional, nationwide hospital-based survey from November 2020-October 2021. Surveys were conducted in person with train…
【数据结构与技术规格】
文件数 1 个，合计 5.63 KB。Table 1.xls：application/vnd.ms-excel，5.63 KB。数据集 DOI：10.1371/journal.pone.0291454.t001。
【主题与分类】
源站学科分类：Medicine、Molecular Biology、Biotechnology、Environmental Sciences not elsewhere classified、Biological Sciences not elsewhere classified、Cancer。主题标签：trained research assistants、67 %, respectively、modal treatment modeled、framework treatment recommendations、population proximity provides、breast cancer treatments、50 %, 0、328 participating hospitals、individual treatment services、level 3 care。
【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://plos.figshare.com/articles/dataset/Hospital_stratification_system_/24149425
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Schoenhals, Sarah; Mali, Meghan E.; Sutherland, Edward K.; Sorenson, Justin; Dedey, Florence; Nellermoe, Jonathan; et al. (2023). Hospital stratification system.. PLOS ONE. Dataset
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）
- 源站标题：Hospital stratification system.
- DOI：10.1371/journal.pone.0291454.t001
- 发布日期：2023-09-15
- 文件数：1 个
- 文件总体积：5.63 KB
- 源站页面：https://plos.figshare.com/articles/dataset/Hospital_stratification_system_/24149425
命令行下载
curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/42368680"
文件清单
Table 1.xls（5.63 KB）
文件总体积 5.63 KB（源站 API 实测）。
数据说明
Breast cancer in Ghana is a growing public health problem with increasing incidence and poor outcomes. Lack of access to comprehensive treatment in Ghana may be a contributing factor to its high mortality. The purpose of this study was to evaluate the availability of treatments nationwide and systematically identify high yield areas for targeted expansion. We conducted a cross-sectional, nationwide hospital-based survey from November 2020-October 2021. Surveys were conducted in person with trained research assistants and described hospital availability of all breast cancer treatments and personnel. All individual treatment services were reported, and hospitals were further stratified into levels of multi-modal treatment modeled after the National Comprehensive Cancer Network (NCCN) Framework treatment recommendations for low-resource settings. Level 3 included Tamoxifen and surgery (mastectomy with axillary lymph node sampling); Level 2 included Level 3 plus radiation, aromatase inhibitors, lumpectomy, and sentinel lymph node biopsy; Level 1 included Level 2 plus Her2 therapy and breast reconstruction. Hospitals were identified that could expand to these service levels based on existing services, location and personnel. The distance of the total population from treatment services before and after hypothetical expansion was determined with a geospatial analysis. Of the 328 participating hospitals (95% response rate), 9 hospitals had Level 3 care, 0 had Level 2, and 2 had Level 1. Twelve hospitals could expand to Level 3, 1 could expand to Level 2, and 1 could expand to Level 1. With expansion, the population percentage within 75km of Level 1, 2 and 3 care would increase from 42% to 50%, 0 to 6% and 44% to 67%, respectively. Multi-modal breast cancer treatment is available in Ghana, but it is not accessible to most of the population. Leveraging the knowledge of current resources and population proximity provides an opportunity to identify high-yield areas for targeted expansion.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0291454.t001（source: https://plos.figshare.com/articles/dataset/Hospital_stratification_system_/24149425）。
需要用于商业化训练或医疗器械注册（NMPA/FDA）？
公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连，提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。
