传统与数字软件支持的甲状腺功能减退症管理成本效益分析数据集
基于10,000名患者的马尔可夫模型,评估数字监控方案与传统管理在甲状腺功能减退症中的成本效益,包含成本和健康结果数据。

基本信息
资源简介
传统与数字软件支持的甲状腺功能减退症管理成本效益分析数据集
【数据集背景】
本数据集源站标题为《Cost-Effectiveness Analysis Comparing Conventional and Digital Software Supported Management for Hypothyroidism》。项目资助方:Hankuk University of Foreign Studies Research Fund of 2024 (20241320001)。源站首次发布:2024-11-14。
【数据内容】
源站原始描述:Background: Wearable devices can now leverage the established correlation between thyroid function and heart rate to monitor thyroid function alongside exercise levels and heart rate. The objective was to assess the cost-effectiveness of introducing a wearable/mobile-based thyroid function digital monitoring solution for the management of hypothyroidism compared to the conventional management approach. Methods: A decision-analytic Markov state-transition simulation model employed for utilizing a…
【数据结构与技术规格】
文件数 1 个,合计 352.44 KB。Supplimentary materials.pdf:application/pdf,352.44 KB。数据集 DOI:10.6084/m9.figshare.27712740.v2。
【主题与分类】
源站学科分类:Digital health、Health management、Health systems、Preventative health care。主题标签:Hypothyroidism; Digital monitoring solution; Cost-effectiveness analysis; QALYs。
【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://figshare.com/articles/dataset/_b_Cost-Effectiveness_Analysis_Comparing_Conventional_and_Digital_Software_Supported_Management_for_Hypothyroidism_b_/27712740
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Kim, JungHyun; Shin, Jaeyong; Moon, Jae Hoon; Kim, Man S. (2024). Cost-Effectiveness Analysis Comparing Conventional and Digital Software Supported Management for Hypothyroidism. figshare. Dataset
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:<b>Cost-Effectiveness Analysis Comparing Conventional and Digital Software Supported Management for Hypothyroidism</b>
- DOI:10.6084/m9.figshare.27712740.v2
- 发布日期:2024-11-14
- 文件数:1 个
- 文件总体积:352.44 KB
- 源站页面:https://figshare.com/articles/dataset/_b_Cost-Effectiveness_Analysis_Comparing_Conventional_and_Digital_Software_Supported_Management_for_Hypothyroidism_b_/27712740
命令行下载
curl -L -o "Supplimentary materials.pdf" "https://ndownloader.figshare.com/files/50463012"
文件清单
Supplimentary materials.pdf(352.44 KB)
文件总体积 352.44 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
Background: Wearable devices can now leverage the established correlation between thyroid function and heart rate to monitor thyroid function alongside exercise levels and heart rate. The objective was to assess the cost-effectiveness of introducing a wearable/mobile-based thyroid function digital monitoring solution for the management of hypothyroidism compared to the conventional management approach.
Methods: A decision-analytic Markov state-transition simulation model employed for utilizing a simulated cohort of 10,000 40-year-old patients with hypothyroidism to estimate costs and health outcomes. Cost-effectiveness from the healthcare sector perspective was evaluated using a 4.5% annual discount rate and the costs adjusted to 2022 levels, and lifetime outcomes were presented through incremental cost-effectiveness
49 ratios (ICERs). Deterministic and probabilistic sensitivity analyses evaluated the robustness of the results.
Results: The digital monitoring solution supported group yielded an additional 0.65 QALYs with an incremental cost of $11700.87, resulting in an ICER value of $17988.97 per QALY gained. Digital-powered software could be an optimal strategy in 99% of iterations against willingness-to-pay thresholds of $32,255/QALY gained. The ICER was most sensitive to the annual cost of a digital monitoring solution for hypothyroidism.
Conclusion: The incorporation of the digital monitoring solution has demonstrated positive cost-effectiveness in hypothyroidism management when compared to the standard care. The cost of the digital monitoring solution and its sensitivity are key factors in determining cost-effectiveness. Striking a balance among the cost of digital monitoring support, the precision of hormonal level monitoring, and its effectiveness for the specific group of hypothyroid patients in real-world clinical practice is essential.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.27712740.v2(source: https://figshare.com/articles/dataset/_b_Cost-Effectiveness_Analysis_Comparing_Conventional_and_Digital_Software_Supported_Management_for_Hypothyroidism_b_/27712740)。
数据缺失?
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