发达国家2型糖尿病治疗成本分析

发达国家2型糖尿病治疗成本系统综述数据集,包含9项研究的直接成本和药物成本数据。

Taylor & FrancisTaylor & Francis
DataCite Commons
2020-08-28 更新
浏览 23
文本Type 2 diabetes mellitustype 2 diabeteseconomicshealth care costscostdrugshealth expendituremedicineschronic disease
Cost analysis of type 2 diabetes mellitus treatment in economically developed countries

基本信息

模态
文本
大小
0.000875686 GB
许可
CC BY 4.0
创建/更新时间
2020-08-28
版本
v1

资源简介

发达国家2型糖尿病治疗成本分析

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 2 个文件、合计 875.69 KB,主题涵盖 Type 2 diabetes mellitus、type 2 diabetes、economics、health care costs、cost,可用于医学自然语言处理(实体识别、信息抽取等),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 analysis of type 2 diabetes mellitus treatment in economically developed countries》。配套论文《Cost analysis of type 2 diabetes mellitus treatment in economically developed countries》发表于 Expert Review of Pharmacoeconomics & Outcomes Research(2018),DOI:10.1080/14737167.2018.1513790。项目资助方:This paper was not funded.。源站首次发布:2018-09-04。

【数据内容】

源站原始描述:Introduction: There is a growing need to evaluate the factors contributing to the increase in health expenditures, as well as the cost of medicines used in the treatment of Type 2 diabetes mellitus (T2DM) in the economically developed countries. Areas covered: A systematic searching of studies describing the direct cost of T2DM and medicine cost of treating T2DM. The quality of the studies found eligible for this study were assessed using a methodological quality appraisal tool. Nine studies wer…

【数据结构与技术规格】

文件数 2 个,合计 875.69 KB。Appendix 1 [08-04-2018].doc:application/msword,66.05 KB。Appendix 2 (1).pdf:application/pdf,809.64 KB。数据集 DOI:10.6084/m9.figshare.7042649.v1。

【主题与分类】

源站学科分类:Medicine、Pharmacology、Biotechnology、Environmental Sciences not elsewhere classified、Chemical Sciences not elsewhere classified、Cancer。主题标签:Type 2 diabetes mellitus、type 2 diabetes、economics、health care costs、cost、drugs、health expenditure、medicines、chronic disease。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://tandf.figshare.com/articles/dataset/Cost_analysis_of_type_2_diabetes_mellitus_treatment_in_economically_developed_countries/7042649

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

规范引用:Cost analysis of type 2 diabetes mellitus treatment in economically developed countries. Taylor & Francis. Ramzan, Sara; Timmins, Peter; Hasan, Syed Shahzad; Babar, Zaheer-Ud-Din

【使用注意】

· 源站最后修改于 2023-06-01,引用时请注意版本时效。

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

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 "Appendix 1 [08-04-2018].doc" "https://ndownloader.figshare.com/files/12944753"
curl -L -o "Appendix 2 (1).pdf" "https://ndownloader.figshare.com/files/12944756"

文件清单

  • Appendix 1 [08-04-2018].doc(66.05 KB)
  • Appendix 2 (1).pdf(809.64 KB)

文件总体积 875.69 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

Introduction: There is a growing need to evaluate the factors contributing to the increase in health expenditures, as well as the cost of medicines used in the treatment of Type 2 diabetes mellitus (T2DM) in the economically developed countries.
Areas covered: A systematic searching of studies describing the direct cost of T2DM and medicine cost of treating T2DM. The quality of the studies found eligible for this study were assessed using a methodological quality appraisal tool. Nine studies were included in this review. All the included studies had data on direct cost and antidiabetic medicine cost of health care. Mean annual direct cost per person/year ranged between US$220 and US$7600. The two components with the greatest impact on direct cost were found to be medicines and hospitalization. The mean annual medicines cost per person/year was found to range between US$140 and US$2990.
Expert commentary: There is an increased expenditure on treatment of T2DM. However, it is still not clear how the increased use of antidiabetic medicines is reflected in the overall expenditures. Further, we suggest a more comprehensive understanding of prescription patterns as older drugs are more expensive than the newer drugs, hence they are still under patent.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7042649.v1(source: https://tandf.figshare.com/articles/dataset/Cost_analysis_of_type_2_diabetes_mellitus_treatment_in_economically_developed_countries/7042649)。

数据缺失?

依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

获取专属数据定制方案