巴西巴拉那州乌穆阿拉马糖尿病患者产生的穿刺性废弃物的表征与量化

基于巴西乌穆阿拉马糖尿病患者问卷调查,表征其穿刺性废弃物产生量、复用与处置行为,包含149份样本。

Figshare
2020-07-01 更新
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表格Diabetes mellitusHealth service wasteSyringes
Characterization and quantification of perforating waste generated by diabetics in Umuarama, Paraná, Brazil

基本信息

模态
表格
大小
0.000016896 GB
许可
CC BY 4.0
创建/更新时间
2020-07-01
版本
v1

资源简介

巴西巴拉那州乌穆阿拉马糖尿病患者产生的穿刺性废弃物的表征与量化

【数据集背景】

本数据集源站标题为《Characterization and quantification of perforating waste generated by diabetics in Umuarama, Paraná, Brazil》。源站首次发布:2021-03-24。

【数据内容】

源站原始描述:Abstract The scope of this research was to characterize and quantify the perforating waste produced domestically by people with diabetes mellitus (DM), as well as to analyze the discard and disposal practices for these materials. The data collection was performed through a questionnaire applied to primary care patients. The sample consisted of 149 people, the majority of whom were elderly and with a low level of schooling. Regarding the generation of waste, 88.64% of the deponents declared the u…

【数据结构与技术规格】

文件数 3 个,合计 16.90 KB。数据集 DOI:10.6084/m9.figshare.14284145.v1。

【主题与分类】

源站学科分类:Health Policy。主题标签:Diabetes mellitus、Health service waste、Syringes。

【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/Characterization_and_quantification_of_perforating_waste_generated_by_diabetics_in_Umuarama_Paran_Brazil/14284145

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

规范引用:Santos, Luciana Nunes dos; Ruiz, Juliana Bueno (2020). Characterization and quantification of perforating waste generated by diabetics in Umuarama, Paraná, Brazil. SciELO journals. Dataset

【使用注意】

· 源站最后修改于 2023-06-02,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

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。

免费样本无法满足模型训练要求?千方提供经三甲医院脱敏、带病理回证与专家标注的商业级专病数据集。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27135164"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/27135170"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/27135176"

文件清单

  • Table_1.xls(5.63 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(5.63 KB)

文件总体积 16.90 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 The scope of this research was to characterize and quantify the perforating waste produced domestically by people with diabetes mellitus (DM), as well as to analyze the discard and disposal practices for these materials. The data collection was performed through a questionnaire applied to primary care patients. The sample consisted of 149 people, the majority of whom were elderly and with a low level of schooling. Regarding the generation of waste, 88.64% of the deponents declared the use of one syringe per day, performing 1 to 4 applications. The reuse of the material was reported by 66.67% of the declarants. After being used, the waste was stored - with higher prevalence - in plastic bags (20.8%), plastic bottles, clothes softener and mayonnaise containers, etc. (46.98%). Ordinary household waste was the main disposal site for the perforating waste. Furthermore, it was revealed that those people who did not receive instructions regarding appropriate waste disposal discarded their waste incorrectly. Based on the results, the conclusion drawn is that the diabetics who participated in this study fail to discard and dispose of the perforating waste appropriately due to the lack of adequate guidelines and public programs.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14284145.v1(source: https://scielo.figshare.com/articles/dataset/Characterization_and_quantification_of_perforating_waste_generated_by_diabetics_in_Umuarama_Paran_Brazil/14284145)。

需要用于商业化训练或医疗器械注册(NMPA/FDA)?

公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连,提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。