2015-2019年巴西统一医疗系统中脑瘫患者的直接医疗成本
2015-2019年巴西脑瘫患者的直接医疗成本数据集，包含住院和门诊成本、ICD编码、ICU使用等变量。
基本信息
资源简介
2015-2019年巴西统一医疗系统中脑瘫患者的直接医疗成本
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集，收录 2 个文件、合计 40.97 KB，主题涵盖 Cost of illness、cerebral palsy、hospital cost、ambulatory care、costs and cost analysis，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《Direct healthcare costs for people with cerebral palsy in the Brazilian unified health system between 2015 and 2019》。配套论文《Direct healthcare costs for people with cerebral palsy in the Brazilian unified health system between 2015 and 2019》发表于 Expert Review of Pharmacoeconomics & Outcomes Research（2024），DOI：10.1080/14737167.2024.2390043。项目资助方：This paper was funded by Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brazil (CAPES) – Finance Code 001; and Universidade de Brasília (UnB/DPI).。源站首次发布：2024-08-13。
【数据内容】
源站原始描述：Estimate the costs of inpatient and outpatient care for people with Cerebral Palsy (CP) in Brazil. Health records of people with CP in the Hospital and Outpatient Information Systems of Brazil between 2015 and 2019 were analyzed. Variables analyzed were gender, age, ICD, Intensive Care Unit (ICU) use, total cost, and ICU cost. Costs were adjusted for inflation and converted to dollars. Linear regression analysis was performed to investigate the association between social and clinical variables a…
中文译文（机器翻译，仅供快速理解，请以原文为准）：估算巴西脑性瘫痪（CP）患者住院和门诊照护的费用。 分析了2015年至2019年间巴西医院和门诊信息系统中CP患者的健康记录。分析的变量包括性别、年龄、ICD、重症监护病房（ICU）使用情况、总费用和ICU费用。费用按通货膨胀进行调整，并换算为美元。采用线性回归分析，以探究社会与临床变量和直接费用之间的关联。 研究确定，国家卫生系统的直接总费用约为1.66亿美元，其中住院费用和门诊费用分别为每年708万美元和每年2610万美元。医疗服务主要针对14岁及以下儿童。ICD为“痉挛性四肢瘫型脑性瘫痪”的患者接受服务最多。康复占门诊服务的75%，其中物理治疗尤为突出。年龄增加、使用ICU以及脑性瘫痪类型与费用增加相关。 为CP患者提供的医疗服务给巴西公共卫生系统带来了显著费用，主要用于门诊诊疗和康复，其中儿童接受服务最多。估算这些费用有助于更好地分配资源，从而提供更有效的医疗服务。
【数据结构与技术规格】
文件数 2 个，合计 40.97 KB。ierp_a_2390043_sm1064.docx：application/vnd.openxmlformats-officedocument.wordprocessingml.document，20.98 KB。ierp_a_2390043_sm1063.docx：application/vnd.openxmlformats-officedocument.wordprocessingml.document，19.99 KB。数据集 DOI：10.6084/m9.figshare.26521289.v2。
【主题与分类】
源站学科分类：Medicine、Biotechnology、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签：Cost of illness、cerebral palsy、hospital cost、ambulatory care、costs and cost analysis。
【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://tandf.figshare.com/articles/dataset/DIRECT_HEALTHCARE_COSTS_for_PEOPLE_with_CEREBRAL_PALSY_in_the_BRAZILIAN_UNIFIED_HEALTH_SYSTEM_BETWEEN_2015_and_2019/26521289
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Direct healthcare costs for people with cerebral palsy in the Brazilian unified health system between 2015 and 2019. Taylor & Francis. Freire, Emilie Batista; Peixoto, Henry Maia; Ayupe, Kênnea Martins Almeida; da Silva, Everton Nunes; Carregaro, Rodrigo Luiz; de Toledo, Aline Martins
【使用注意】
· 源站最后修改于 2025-01-01，引用时请注意版本时效。
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）
- 源站标题：Direct healthcare costs for people with cerebral palsy in the Brazilian unified health system between 2015 and 2019
- DOI：10.6084/m9.figshare.26521289.v2
- 发布日期：2024-08-13
- 文件数：2 个
- 文件总体积：40.97 KB
- 源站页面：https://tandf.figshare.com/articles/dataset/DIRECT_HEALTHCARE_COSTS_for_PEOPLE_with_CEREBRAL_PALSY_in_the_BRAZILIAN_UNIFIED_HEALTH_SYSTEM_BETWEEN_2015_and_2019/26521289
命令行下载
curl -L -o "ierp_a_2390043_sm1064.docx" "https://ndownloader.figshare.com/files/48286739"
curl -L -o "ierp_a_2390043_sm1063.docx" "https://ndownloader.figshare.com/files/48286742"
文件清单
ierp_a_2390043_sm1064.docx（20.98 KB）ierp_a_2390043_sm1063.docx（19.99 KB）
文件总体积 40.97 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
Estimate the costs of inpatient and outpatient care for people with Cerebral Palsy (CP) in Brazil.
Health records of people with CP in the Hospital and Outpatient Information Systems of Brazil between 2015 and 2019 were analyzed. Variables analyzed were gender, age, ICD, Intensive Care Unit (ICU) use, total cost, and ICU cost. Costs were adjusted for inflation and converted to dollars. Linear regression analysis was performed to investigate the association between social and clinical variables and direct costs.
A total direct cost of approximately $166 million to the National Health System was identified, with $7.08 million/year and $26.1 million/year of inpatient and outpatient costs, respectively. The healthcare was primarily for children up to 14 years of age. The ICD ‘spastic quadriplegic CP’ received the most attendance. Rehabilitation was responsible for 75% of the outpatient care, with physiotherapy standing out. Increased age, use of ICU, and the types of CP are related to increased cost.
Healthcare for people with CP produced expressive costs for the Brazilian public health system, mainly with outpatient procedures and rehabilitation, with children being the most attended. Estimating these costs assist in better resource allocation for more effective healthcare provision.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.26521289.v2（source: https://tandf.figshare.com/articles/dataset/DIRECT_HEALTHCARE_COSTS_for_PEOPLE_with_CEREBRAL_PALSY_in_the_BRAZILIAN_UNIFIED_HEALTH_SYSTEM_BETWEEN_2015_and_2019/26521289）。
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。
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