原发性开角型青光眼的经济学评估

基于马尔可夫模型的巴西原发性开角型青光眼初始治疗成本效用分析数据集。

SciELO journalsSciELO journals
DataCite Commons
2020-08-26 更新
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表格Open-angle primary glaucoma/therapyLaser treatment
Economic evaluation of primary open-angle glaucoma

基本信息

模态
表格
大小
0.000263693 GB
许可
CC BY 4.0
创建/更新时间
2020-08-26
版本
v1

资源简介

原发性开角型青光眼的经济学评估

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 5 个文件、合计 263.69 KB,主题涵盖 Open-angle primary glaucoma/therapy、Laser treatment,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《Economic evaluation of primary open-angle glaucoma》。配套论文《Economic evaluation of primary open-angle glaucoma》发表于 Revista Brasileira de Oftalmologia(2019),DOI:10.5935/0034-7280.20190134。源站首次发布:2019-08-14。

【数据内容】

源站原始描述:Abstract Objective: To evaluate the cost-utility relation of the initial treatment with laser or primary open-angle glaucoma medications (PLA) in Brazil, considering on the one hand the total costs and on the other side the impact on patients’ quality of life. Methods: The study was performed based on a Markov model, where a theoretical cohort of early-stage GPAA carriers was generated. The parameters used in the model were obtained in the literature and included: direct medical costs (consultat…

中文译文(机器翻译,仅供快速理解,请以原文为准):摘要 目的:评估在巴西采用激光或原发性开角型青光眼药物(PLA)初始治疗的成本-效用关系,一方面考虑总成本,另一方面考虑对患者生活质量的影响。方法:本研究基于马尔可夫模型开展,构建了一个早期GPAA患者的理论队列。模型中使用的参数来自文献,包括:直接医疗成本(就诊、检查、治疗);直接非医疗成本(住宿、交通、餐饮、陪护);间接成本(与丧失工作能力相关);效用值(以QALY——质量调整生命年衡量的生活质量);以及健康状态之间的转移概率。模型中测试了三种治疗策略:(1)不治疗;(2)以滴眼液进行初始治疗;(3)以激光小梁成形术进行初始治疗。结局指标为增量成本-效用比(RCUI)。通过敏感性分析检验模型的稳健性。结果:在巴西,POAG初始治疗的策略(2)和(3)相对于(1)均产生了生活质量增益。开始激光治疗平均带来1个QALY的增益,而药物治疗平均带来2个QALY的增益。在测试的三种策略中,策略(2)具有成本效果,并优于其他策略,因为它同时是最便宜且最有效的策略。结论:激光小梁成形术和药物作为早期POAG的初始治疗均产生了显著的生活质量增益。当纳入非医疗成本(直接和间接)时,以药物开始治疗的策略具有成本效果,而激光小梁成形术策略不具有成本效果。

【数据结构与技术规格】

文件数 5 个,合计 263.69 KB。数据集 DOI:10.6084/m9.figshare.9598925.v1。

【主题与分类】

源站学科分类:Ophthalmology。主题标签:Open-angle primary glaucoma/therapy、Laser treatment。

【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://scielo.figshare.com/articles/dataset/Economic_evaluation_of_primary_open-angle_glaucoma/9598925

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

规范引用:Freitas, Sirley Maria de; Guedes, Ricardo Augusto Paletta; Gravina, Daniela Marcelo; Guedes, Vanessa Maria Paletta; Chauobah, Alfredo; Gomes, Carlos Eduardo de Mello (2019). Economic evaluation of primary open-angle glaucoma. SciELO journals. Dataset

【使用注意】

· 源站最后修改于 2023-05-31,引用时请注意版本时效。

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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。

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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 "0034-7280-rbof-78-04-0233-gf01-en.jpg" "https://ndownloader.figshare.com/files/17240144"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/17240147"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/17240150"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/17240153"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/17240156"

文件清单

  • 0034-7280-rbof-78-04-0233-gf01-en.jpg(241.16 KB)
  • Table_1.xls(5.63 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(5.63 KB)
  • Table_4.xls(5.63 KB)

文件总体积 263.69 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

Abstract Objective: To evaluate the cost-utility relation of the initial treatment with laser or primary open-angle glaucoma medications (PLA) in Brazil, considering on the one hand the total costs and on the other side the impact on patients’ quality of life. Methods: The study was performed based on a Markov model, where a theoretical cohort of early-stage GPAA carriers was generated. The parameters used in the model were obtained in the literature and included: direct medical costs (consultations, examinations, treatment); direct non-medical costs (accommodation, transportation, meals, companions); indirect costs (related to incapacity for work); utility values (quality of life measured in QALY - quality-adjusted life year); and probability of transition between stages of health. Three treatment strategies were tested in the model: (1) without treatment; (2) initial treatment with eye drops; (3) initial treatment with laser trabeculoplasty. The measure of outcome was the incremental cost-utility ratio (RCUI). The robustness of the model was tested through sensitivity analysis. Results: The strategies (2) and (3) of the initial treatment of POAG generated gains in quality of life in relation to (1) in Brazil. Initiating the laser treatment generated an average gain of 1 QALY, whereas with medication it gave a gain of 2 QALYs on average. Among the three strategies tested, strategy (2) was cost-effective and was dominant over the other strategies, since it was at the same time the cheapest and the most effective strategy. Conclusion: Both laser trabeculoplasty and medications as primary treatments of early-stage POAG have generated significant gains in quality of life. The strategy of starting treatment with medications was cost-effective, whereas laser trabeculoplasty strategy was not cost-effective, when non-medical costs (direct and indirect) are included.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.9598925.v1(source: https://scielo.figshare.com/articles/dataset/Economic_evaluation_of_primary_open-angle_glaucoma/9598925)。

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