使用国际风险评分工具对帕利珠单抗预防加拿大中晚期早产儿严重RSV感染的成本效用影响
加拿大中晚期早产儿使用帕利珠单抗预防RSV感染的成本效用分析数据集,含决策树模型、风险评分、成本及转归数据。

基本信息
资源简介
使用国际风险评分工具对帕利珠单抗预防加拿大中晚期早产儿严重RSV感染的成本效用影响
【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 1.11 MB,主题涵盖 Canada、cost-effectiveness、cost-utility、palivizumab、respiratory syncytial virus,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《Impact of using the International Risk Scoring Tool on the cost-utility of palivizumab for preventing severe respiratory syncytial virus infection in Canadian moderate-to-late preterm infants》。配套论文《Impact of using the International Risk Scoring Tool on the cost-utility of palivizumab for preventing severe respiratory syncytial virus infection in Canadian moderate-to-late preterm infants》发表于 Journal of Medical Economics(2023),DOI:10.1080/13696998.2023.2202600。源站首次发布:2023-05-02。
【数据内容】
源站原始描述:To assess the cost-utility of palivizumab versus no prophylaxis in preventing severe respiratory syncytial virus (RSV) infection in Canadian moderate-to-late preterm (32–35 weeks’ gestational age) infants using an (i) International Risk Scoring Tool (IRST) and (ii) Canadian RST (CRST). A decision tree was developed to assess cost-utility. Infants assessed at moderate- and high-risk of RSV-related hospitalization (RSVH) by the IRST or CRST received palivizumab or no prophylaxis and then progresse…
【数据结构与技术规格】
文件数 2 个,合计 1.11 MB。ijme_a_2202600_sm4838.pdf:application/pdf,515.90 KB。ijme_a_2202600_sm5066.pdf:application/pdf,594.62 KB。数据集 DOI:10.6084/m9.figshare.22645079.v2。
【主题与分类】
源站学科分类:Medicine、Pharmacology、Ecology、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签:Canada、cost-effectiveness、cost-utility、palivizumab、respiratory syncytial virus、RSV、I10、I1、I、I18。
【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/Impact_of_using_the_International_Risk_Scoring_Tool_on_the_cost-utility_of_palivizumab_for_preventing_severe_respiratory_syncytial_virus_infection_in_Canadian_moderate-to-late_preterm_infants/22645079
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Impact of using the International Risk Scoring Tool on the cost-utility of palivizumab for preventing severe respiratory syncytial virus infection in Canadian moderate-to-late preterm infants. Taylor & Francis. Rodgers-Gray, Barry S.; Fullarton, John R.; Carbonell-Estrany, Xavier; Keary, Ian P.; Tar…
【使用注意】
· 源站最后修改于 2024-03-21,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:Impact of using the International Risk Scoring Tool on the cost-utility of palivizumab for preventing severe respiratory syncytial virus infection in Canadian moderate-to-late preterm infants
- DOI:10.6084/m9.figshare.22645079.v2
- 发布日期:2023-05-02
- 文件数:2 个
- 文件总体积:1.11 MB
- 源站页面:https://tandf.figshare.com/articles/dataset/Impact_of_using_the_International_Risk_Scoring_Tool_on_the_cost-utility_of_palivizumab_for_preventing_severe_respiratory_syncytial_virus_infection_in_Canadian_moderate-to-late_preterm_infants/22645079
命令行下载
curl -L -o "ijme_a_2202600_sm4838.pdf" "https://ndownloader.figshare.com/files/40389487"
curl -L -o "ijme_a_2202600_sm5066.pdf" "https://ndownloader.figshare.com/files/40197692"
文件清单
ijme_a_2202600_sm4838.pdf(515.90 KB)ijme_a_2202600_sm5066.pdf(594.62 KB)
文件总体积 1.11 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
To assess the cost-utility of palivizumab versus no prophylaxis in preventing severe respiratory syncytial virus (RSV) infection in Canadian moderate-to-late preterm (32–35 weeks’ gestational age) infants using an (i) International Risk Scoring Tool (IRST) and (ii) Canadian RST (CRST).
A decision tree was developed to assess cost-utility. Infants assessed at moderate- and high-risk of RSV-related hospitalization (RSVH) by the IRST or CRST received palivizumab or no prophylaxis and then progressed to either (i) RSVH; (ii) emergency room/outpatient medically attended RSV-infection (MARI) or (iii) were uninfected/non-medically attended. Infants admitted to intensive care could incur mortality (0.43%). Respiratory morbidity was accounted in all uninfected surviving infants for 6 years or 18 years (RSVH/MARI). Palivizumab efficacy (72.2% RSVH reduction) and hospital outcomes were from the Canadian CARESS, PICNIC and RSV-Quebec studies. Palivizumab costs (50 mg: CAN$752; 100 mg: $1,505) were calculated from Canadian birth statistics combined with a growth algorithm. Healthcare/payer and societal costs (May 2022; 1.5% discounting) were included.
Cost per quality-adjusted life year (QALY) was $29,789 with the IRST (0.79 probability of being Palivizumab was highly cost-effective (vs no prophylaxis) in Canadian moderate-to-late preterm infants using either the IRST or CRST. The IRST has fewer risk factors than the CRST (3 vs 7, respectively), captures more potential RSVHs (85% vs 54%) and provides another option to guide cost-effective RSV prophylaxis in Canada.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.22645079.v2(source: https://tandf.figshare.com/articles/dataset/Impact_of_using_the_International_Risk_Scoring_Tool_on_the_cost-utility_of_palivizumab_for_preventing_severe_respiratory_syncytial_virus_infection_in_Canadian_moderate-to-late_preterm_infants/22645079)。
数据缺失?
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