肝细胞癌患者经动脉栓塞治疗的美国成本效果分析数据集
肝细胞癌患者三种经动脉治疗(TARE、cTACE、DEE-TACE)的成本效果分析数据,包含临床和成本参数,基于马尔可夫模型评估五年内QALYs和费用。

基本信息
资源简介
肝细胞癌患者经动脉栓塞治疗的美国成本效果分析数据集
【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 239.74 KB,主题涵盖 Hepatocellular carcinoma、transarterial radioembolization、transarterial chemoembolization、cost-effectiveness、embolization treatments,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《Transarterial therapies in patients with hepatocellular carcinoma eligible for transarterial embolization: a US cost-effectiveness analysis》。配套论文《Transarterial therapies in patients with hepatocellular carcinoma eligible for transarterial embolization: a US cost-effectiveness analysis》发表于 Journal of Medical Economics(2023),DOI:10.1080/13696998.2023.2248840。源站首次发布:2023-08-26。
【数据内容】
源站原始描述:To assess the cost-effectiveness of transarterial radioembolization (TARE) versus conventional transarterial chemoembolization (cTACE) and drug-eluting beads chemoembolization (DEE-TACE) for patients with unresectable early- to intermediate-stage hepatocellular carcinoma (HCC). A cohort-based Markov model with a five-year time horizon was developed to evaluate the cost-effectiveness of the three embolization treatments. Upon entering the model, patients with HCC received either TARE or one of th…
【数据结构与技术规格】
文件数 3 个,合计 239.74 KB。ijme_a_2248840_sm0270.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,28.54 KB。ijme_a_2248840_sm0239.pdf:application/pdf,96.09 KB。ijme_a_2248840_sm0238.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,115.10 KB。数据集 DOI:10.6084/m9.figshare.24038301.v1。
【主题与分类】
源站学科分类:Medicine、Cancer、Science Policy。主题标签:Hepatocellular carcinoma、transarterial radioembolization、transarterial chemoembolization、cost-effectiveness、embolization treatments、C52、C5、C、C50。
【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/Transarterial_therapies_in_patients_with_hepatocellular_carcinoma_eligible_for_transarterial_embolization_a_US_cost-effectiveness_analysis/24038301
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Transarterial therapies in patients with hepatocellular carcinoma eligible for transarterial embolization: a US cost-effectiveness analysis. Taylor & Francis. Patel, Mikin V.; Davies, Heather; Williams, Abimbola O.; Bromilow, Tom; Baker, Hannah; Mealing, Stuart; et al
【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:Transarterial therapies in patients with hepatocellular carcinoma eligible for transarterial embolization: a US cost-effectiveness analysis
- DOI:10.6084/m9.figshare.24038301.v1
- 发布日期:2023-08-26
- 文件数:3 个
- 文件总体积:239.74 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/Transarterial_therapies_in_patients_with_hepatocellular_carcinoma_eligible_for_transarterial_embolization_a_US_cost-effectiveness_analysis/24038301
命令行下载
curl -L -o "ijme_a_2248840_sm0270.docx" "https://ndownloader.figshare.com/files/42149910"
curl -L -o "ijme_a_2248840_sm0239.pdf" "https://ndownloader.figshare.com/files/42149913"
curl -L -o "ijme_a_2248840_sm0238.docx" "https://ndownloader.figshare.com/files/42149916"
文件清单
ijme_a_2248840_sm0270.docx(28.54 KB)ijme_a_2248840_sm0239.pdf(96.09 KB)ijme_a_2248840_sm0238.docx(115.10 KB)
文件总体积 239.74 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
To assess the cost-effectiveness of transarterial radioembolization (TARE) versus conventional transarterial chemoembolization (cTACE) and drug-eluting beads chemoembolization (DEE-TACE) for patients with unresectable early- to intermediate-stage hepatocellular carcinoma (HCC).
A cohort-based Markov model with a five-year time horizon was developed to evaluate the cost-effectiveness of the three embolization treatments. Upon entering the model, patients with HCC received either TARE or one of the two other embolization treatments. Patients remained in a “watch and wait” state for tumor downstaging that allowed them to move to health states such as liver transplant, resection, systemic therapies, or cure. Clinical input parameters were retrieved from the published literature, and where values could not be sourced, assumptions were made and validated by clinical experts. Health benefits were quantified using quality-adjusted life years (QALYs). Cost input parameters were obtained from various sources, including the Medicare Cost Report, IBM® Micromedex RED BOOK, and published literature.
At five years, TARE was found to be cost-saving (saving $15,779 per person compared to cTACE) and produced 0.33 more QALYs per person than cTACE. TARE cost $13,696 more but produced 0.33 more QALYs than DEE-TACE, with an incremental cost-effectiveness ratio of $41,474 per QALY gained at five years. After accounting for parameter uncertainty, the likelihood of TARE being cost-effective was at least 90% against all comparators at a cost-effectiveness threshold of $100,000 per QALY gained.
TARE produces more QALYs than cTACE and DEE-TACE, with a high probability of being cost-effective against both comparators.
The Barcelona Clinic Liver Cancer guideline recommends the use of transarterial radioembolization (TARE), conventional (cTACE), or drug-eluting bead transarterial chemoembolization (DEE-TACE) for treating hepatocellular carcinoma (HCC). This study evaluated the cost-effectiveness of TARE versus two alternative embolization treatments (cTACE and DEE-TACE) in treating patients with unresectable early- to intermediate-stage HCC.
A cohort-based Markov model was developed to a
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.24038301.v1(source: https://tandf.figshare.com/articles/dataset/Transarterial_therapies_in_patients_with_hepatocellular_carcinoma_eligible_for_transarterial_embolization_a_US_cost-effectiveness_analysis/24038301)。
数据缺失?
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