巴西COVID-19大流行:不同情景下医院、ICU床位和呼吸机供需分析

巴西COVID-19不同情景下医院、ICU床位和呼吸机需求模拟数据。

Figshare
2020-03-01 更新
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表格COVID-19PandemicsHealth Services AccessibilityUnified Health SystemSupplemental Health
The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios

基本信息

模态
表格
大小
0.000341307 GB
许可
CC BY 4.0
创建/更新时间
2020-03-01
版本
v1

资源简介

巴西COVID-19大流行:不同情景下医院、ICU床位和呼吸机供需分析

【数据集背景】

本数据集源站标题为《The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios》。源站首次发布:2021-03-24。

【数据内容】

源站原始描述:This study aims to analyze the pressure on the Brazilian health system from the additional demand created by COVID-19. The authors performed a series of simulations to estimate the demand for hospital beds (health micro-regions) as well as to ICU beds, and mechanical ventilators (health macro-regions) under different scenarios of intensity (infection rates equivalent to 0.01, 0.1, and 1 case por 100 inhabitants) and time horizons (1, 3, and 6 months). The results reveal a critical situation in t…

【数据结构与技术规格】

文件数 5 个,合计 341.31 KB。数据集 DOI:10.6084/m9.figshare.14280735.v1。

【主题与分类】

源站学科分类:Environmental and Occupational Health and Safety。主题标签:COVID-19、Pandemics、Health Services Accessibility、Unified Health System、Supplemental Health。

【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/The_COVID-19_pandemic_in_Brazil_analysis_of_supply_and_demand_of_hospital_and_ICU_beds_and_mechanical_ventilators_under_different_scenarios/14280735

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

规范引用:Noronha, Kenya Valeria Micaela de Souza; Guedes, Gilvan Ramalho; Turra, Cássio Maldonado; Andrade, Mônica Viegas; Botega, Laura; Nogueira, Daniel; et al. (2020). The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenari…

【使用注意】

· 源站最后修改于 2023-06-04,引用时请注意版本时效。

官方服务

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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。

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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-36-06-e00115320-gf6.jpg" "https://ndownloader.figshare.com/files/27110832"
curl -L -o "1678-4464-csp-36-06-e00115320-gf7.jpg" "https://ndownloader.figshare.com/files/27110835"
curl -L -o "1678-4464-csp-36-06-e00115320-gf8.jpg" "https://ndownloader.figshare.com/files/27110838"
curl -L -o "1678-4464-csp-36-06-e00115320-gf9.jpg" "https://ndownloader.figshare.com/files/27110841"
curl -L -o "1678-4464-csp-36-06-e00115320-gf10.jpg" "https://ndownloader.figshare.com/files/27110844"

文件清单

  • 1678-4464-csp-36-06-e00115320-gf6.jpg(92.77 KB)
  • 1678-4464-csp-36-06-e00115320-gf7.jpg(34.77 KB)
  • 1678-4464-csp-36-06-e00115320-gf8.jpg(106.12 KB)
  • 1678-4464-csp-36-06-e00115320-gf9.jpg(27.72 KB)
  • 1678-4464-csp-36-06-e00115320-gf10.jpg(79.93 KB)

文件总体积 341.31 KB(源站 API 实测)。

数据说明

This study aims to analyze the pressure on the Brazilian health system from the additional demand created by COVID-19. The authors performed a series of simulations to estimate the demand for hospital beds (health micro-regions) as well as to ICU beds, and mechanical ventilators (health macro-regions) under different scenarios of intensity (infection rates equivalent to 0.01, 0.1, and 1 case por 100 inhabitants) and time horizons (1, 3, and 6 months). The results reveal a critical situation in the system for meeting this potential demand, with numerous health micro-regions and macro-regions operating beyond their capacity, compromising the care for patients, especially those with more severe symptoms. The study presents three relevant messages. First, it is necessary to slow the spread of COVID-19 in the Brazilian population, allowing more time for the reorganization of the supply and relieve the pressure on the health system. Second, the expansion of the number of available beds will be the key. Even if the private sector helps offset the deficit, the combined supply from the two sectors (public and private) would be insufficient in various macro-regions. The construction of field hospitals is important, both in places with a history of “hospital deserts” and in those already pressured by demand. The third message involves the regionalized organization of health services, whose design may be adequate in situations of routine demand, but which suffer additional challenges during pandemics, especially if patients have to travel long distances to receive care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14280735.v1(source: https://scielo.figshare.com/articles/dataset/The_COVID-19_pandemic_in_Brazil_analysis_of_supply_and_demand_of_hospital_and_ICU_beds_and_mechanical_ventilators_under_different_scenarios/14280735)。

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