甲状腺癌负担及对巴西公共卫生系统的经济影响

2008-2015年巴西甲状腺癌诊断、治疗和随访程序成本数据,分析其对公共卫生系统的经济影响。

SciELO journalsSciELO journals
DataCite Commons
2021-03-27 更新
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表格Thyroid cancereconomic impactBrazilian public health systemcostsoverdiagnosis
Thyroid cancer burden and economic impact on the Brazilian public health system

基本信息

模态
表格
大小
0.000792439 GB
许可
CC BY 4.0
创建/更新时间
2021-03-27
版本
v1

资源简介

甲状腺癌负担及对巴西公共卫生系统的经济影响

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 8 个文件、合计 792.44 KB,主题涵盖 Thyroid cancer、economic impact、Brazilian public health system、costs、overdiagnosis,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《Thyroid cancer burden and economic impact on the Brazilian public health system》。配套论文《Thyroid cancer burden and economic impact on the Brazilian public health system》发表于 Archives of Endocrinology and Metabolism(2018),DOI:10.20945/2359-3997000000074。源站首次发布:2018-11-21。

【数据内容】

源站原始描述:ABSTRACT Objective: Recent data indicates an increasing incidence of thyroid cancer not accompanied by a proportional increase in mortality, suggesting overdiagnosis, which may represent a big public health problem, particularly where resources are scarce. This article aims to describe and evaluate the procedures related to investigation of thyroid nodules and treatment and follow-up of thyroid cancer and the costs for the Brazilian public health system between 2008 and 2015. Materials and metho…

【数据结构与技术规格】

文件数 8 个,合计 792.44 KB。数据集 DOI:10.6084/m9.figshare.7368074.v1。

【主题与分类】

源站学科分类:Medicine、Endocrinology。主题标签:Thyroid cancer、economic impact、Brazilian public health system、costs、overdiagnosis。

【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/Thyroid_cancer_burden_and_economic_impact_on_the_Brazilian_public_health_system/7368074

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

规范引用:Janovsky, Carolina Castro Porto Silva; Bittencourt, Marcio Sommer; Novais, Maykon Anderson Pires de; Maciel, Rui M. B.; Biscolla, Rosa Paula M.; Zucchi, Paola (2018). Thyroid cancer burden and economic impact on the Brazilian public health system. SciELO journals. Dataset

【使用注意】

· 源站最后修改于 2023-06-05,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。

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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。

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 "2359-4292-aem-62-05-0537-gf01.jpg" "https://ndownloader.figshare.com/files/13621331"
curl -L -o "2359-4292-aem-62-05-0537-gf02.jpg" "https://ndownloader.figshare.com/files/13621340"
curl -L -o "2359-4292-aem-62-05-0537-gf03.jpg" "https://ndownloader.figshare.com/files/13621346"
curl -L -o "2359-4292-aem-62-05-0537-gf04.jpg" "https://ndownloader.figshare.com/files/13621352"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/13621355"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/13621364"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/13621373"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/13621379"

文件清单

  • 2359-4292-aem-62-05-0537-gf01.jpg(175.01 KB)
  • 2359-4292-aem-62-05-0537-gf02.jpg(241.83 KB)
  • 2359-4292-aem-62-05-0537-gf03.jpg(147.13 KB)
  • 2359-4292-aem-62-05-0537-gf04.jpg(205.93 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 792.44 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

ABSTRACT Objective: Recent data indicates an increasing incidence of thyroid cancer not accompanied by a proportional increase in mortality, suggesting overdiagnosis, which may represent a big public health problem, particularly where resources are scarce. This article aims to describe and evaluate the procedures related to investigation of thyroid nodules and treatment and follow-up of thyroid cancer and the costs for the Brazilian public health system between 2008 and 2015. Materials and methods: Data on procedures related to investigation of thyroid nodules and treatment/follow-up of thyroid cancer between 2008 and 2015 in Brazil were collected from the Department of Informatics of the Brazilian Unified Health System (Datasus) website. Results: A statistically significant increase in the use of procedures related to thyroid nodules investigation and thyroid cancer treatment and follow-up was observed in Brazil, though a reduction was noted for procedures related to the treatment of more aggressive thyroid cancer, such as total thyroidectomy with neck dissection and higher radioiodine activities such as 200 and 250 milicuries (mCi). The procedures related to thyroid nodules investigation costs increased by 91% for thyroid ultrasound (p = 0.0003) and 128% in thyroid nodule biopsy (p < 0.001). Costs related to treatment and follow-up related-procedures increased by 120%. Conclusion: The increase in the incidence of thyroid cancer in Brazil is directly associated with an increased use of diagnostic tools for thyroid nodules, which leads to an upsurge in thyroid cancer treatment and followup-related procedures. These data suggest that substantial resources are being used for diagnosis, treatment and follow-up of a potentially indolent condition.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7368074.v1(source: https://scielo.figshare.com/articles/dataset/Thyroid_cancer_burden_and_economic_impact_on_the_Brazilian_public_health_system/7368074)。

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。

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