西班牙新生儿镰状细胞病筛查的成本效益分析数据集

西班牙新生儿镰状细胞病筛查的成本效益分析数据,基于离散事件模拟模型,包含成本和寿命预期结果。

Taylor & FrancisTaylor & Francis
DataCite Commons
2020-09-04 更新
浏览 17
表格Cost-effectivenessdiscrete-event simulationnewborn screeningsickle-cell disease
Cost-effectiveness analysis of newborn screening for sickle-cell disease in Spain

基本信息

模态
表格
大小
0.000043878 GB
许可
CC BY 4.0
创建/更新时间
2020-09-04
版本
v1

资源简介

西班牙新生儿镰状细胞病筛查的成本效益分析数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 3 个文件、合计 43.88 KB,主题涵盖 Cost-effectiveness、discrete-event simulation、newborn screening、sickle-cell disease,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《Cost-effectiveness analysis of newborn screening for sickle-cell disease in Spain》。配套论文《Cost-effectiveness analysis of newborn screening for sickle-cell disease in Spain》发表于 Expert Opinion on Orphan Drugs(2016),DOI:10.1080/21678707.2016.1179572。源站首次发布:2016-04-28。

【数据内容】

源站原始描述:Objectives: This study assesses the cost-effectiveness of adding sickle-cell disease (SCD) to the Spanish newborn screening (NBS) program, and explores the sensitivity of the results to key model parameters. Methods: A discrete event simulation model was developed that compared NBS for SCD versus clinical detection. The model followed a simulated cohort of newborns for 10 years, and estimated the impact in costs and life expectancy of prophylactic treatments established after early detection. Pr…

【数据结构与技术规格】

文件数 3 个,合计 43.88 KB。Suppl_Table_1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,14.21 KB。Suppl_Table_2.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,16.09 KB。Suppl_Table_3.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,13.58 KB。数据集 DOI:10.6084/m9.figshare.3204466。

【主题与分类】

源站学科分类:Medicine、Pharmacology、Biological Sciences not elsewhere classified、Science Policy、Computational Biology。主题标签:Cost-effectiveness、discrete-event simulation、newborn screening、sickle-cell disease。

【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/Cost_effectiveness_analysis_of_newborn_screening_for_sickle_cell_disease_in_Spain/3204466

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

规范引用:Cost-effectiveness analysis of newborn screening for sickle-cell disease in Spain. Taylor & Francis. Castilla-Rodríguez, Iván; Cela, Elena; Vallejo-Torres, Laura; Valcárcel-Nazco, Cristina; Dulín, Elena; Espada, Mercedes; et al

【使用注意】

· 源站最后修改于 2023-05-30,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。

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 "Suppl_Table_1.docx" "https://ndownloader.figshare.com/files/5029540"
curl -L -o "Suppl_Table_2.docx" "https://ndownloader.figshare.com/files/5029543"
curl -L -o "Suppl_Table_3.docx" "https://ndownloader.figshare.com/files/5029546"

文件清单

  • Suppl_Table_1.docx(14.21 KB)
  • Suppl_Table_2.docx(16.09 KB)
  • Suppl_Table_3.docx(13.58 KB)

文件总体积 43.88 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

Objectives: This study assesses the cost-effectiveness of adding sickle-cell disease (SCD) to the Spanish newborn screening (NBS) program, and explores the sensitivity of the results to key model parameters.
Methods: A discrete event simulation model was developed that compared NBS for SCD versus clinical detection. The model followed a simulated cohort of newborns for 10 years, and estimated the impact in costs and life expectancy of prophylactic treatments established after early detection. Probabilistic, one-way and two-way sensitivity analysis were performed.
Results: NBS was found to be more costly and more effective than clinical detection of SCD. The estimated incremental cost per life year (LY) gained was 34,169.46 €/LY. This result was very sensitive to the cost of the screening test, the birth prevalence and the proportion of severe cases among the affected children.
Conclusions: There is uncertainty regarding the cost-effectiveness of NBS for SCD in the Spanish context. Our base case estimate of the cost per LY gained lies near the 30,000€/LY commonly cited in Spain.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.3204466(source: https://tandf.figshare.com/articles/dataset/Cost_effectiveness_analysis_of_newborn_screening_for_sickle_cell_disease_in_Spain/3204466)。

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