捐赠角膜组织的死因和丢弃原因:联邦区眼库2014-2017年分析
巴西联邦区眼库2014-2017年角膜捐赠者死因及组织丢弃原因的描述性流行病学表格数据。

基本信息
资源简介
捐赠角膜组织的死因和丢弃原因:联邦区眼库2014-2017年分析
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 6 个文件、合计 447.34 KB,主题涵盖 Cornea、Epidemiology、Eye bank、Corneal transplantation、Brazil,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《Causes of death and discard of donated corneal tissues: Federal District eye bank analysis 2014 -2017》。配套论文《Causa mortis dos doadores e motivo de descarte das córneas: banco de olhos do Distrito Federal 2014-2017》发表于 Revista Brasileira de Oftalmologia(2019),DOI:10.5935/0034-7280.20190133。源站首次发布:2019-08-14。
【数据内容】
源站原始描述:Abstract Objective: The aim of this study is to identify the causes for discarding corneas at the Eye Bank of the Federal District in Brasilia, Brazil, and describe the social and demographic variables and Causa Mortis of cornea donors from 2014 to 2017. Methods: We conducted an exploratory and social-epidemiologic descriptive study regarding cornea donation. The data base information was obtained from the corneal donor''s medical records analysis. All of the potential donors'' records (cause of d…
【数据结构与技术规格】
文件数 6 个,合计 447.34 KB。数据集 DOI:10.6084/m9.figshare.9599078.v1。
【主题与分类】
源站学科分类:Ophthalmology。主题标签:Cornea、Epidemiology、Eye bank、Corneal transplantation、Brazil。
【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/Causes_of_death_and_discard_of_donated_corneal_tissues_Federal_District_eye_bank_analysis_2014_-2017/9599078
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Loiola, Diogo Souza; Báo, Sônia Nair; Victer, Thayssa Neiva da Fonseca; Lucas, Micheline Borges; Chalita, Maria Regina Catai; Sampaio, Thatiane Lima (2019). Causes of death and discard of donated corneal tissues: Federal District eye bank analysis 2014 -2017. 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。
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。
使用方式
数据集获取(Figshare)
- 源站标题:Causes of death and discard of donated corneal tissues: Federal District eye bank analysis 2014 -2017
- DOI:10.6084/m9.figshare.9599078.v1
- 发布日期:2019-08-14
- 文件数:6 个
- 文件总体积:447.34 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/Causes_of_death_and_discard_of_donated_corneal_tissues_Federal_District_eye_bank_analysis_2014_-2017/9599078
命令行下载
curl -L -o "0034-7280-rbof-78-04-0227-gf01.jpg" "https://ndownloader.figshare.com/files/17241074"
curl -L -o "0034-7280-rbof-78-04-0227-gf02.jpg" "https://ndownloader.figshare.com/files/17241077"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/17241080"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/17241083"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/17241086"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/17241089"
文件清单
0034-7280-rbof-78-04-0227-gf01.jpg(250.74 KB)0034-7280-rbof-78-04-0227-gf02.jpg(174.08 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 447.34 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: The aim of this study is to identify the causes for discarding corneas at the Eye Bank of the Federal District in Brasilia, Brazil, and describe the social and demographic variables and Causa Mortis of cornea donors from 2014 to 2017. Methods: We conducted an exploratory and social-epidemiologic descriptive study regarding cornea donation. The data base information was obtained from the corneal donor’‘s medical records analysis. All of the potential donors’’ records (cause of death, cause of cornea discard, month of donation, age, gender, and time of death, corneal enucleation and preservation), from 2014 to 2017 were included in the study. Results: We looked at 1,574 corneal donor notifications. Demographic characteristics displayed significant differences in gender distribution (male, 74.8% and female, 25.2%), and the average donor age was 40 ± 15.9 years. 25% of the causes of death were from cardiovascular disease followed by 19.6% from sharp or blunt instrument injury, 14.2% resulted from multiple traumas. We described 3,074 donated corneas from the DF Eye Bank, where 2.6% has not been uptaken. Of those 3,074 corneal tissues, nearly 60% (n=1,836) have been transplanted and 40% (n=1,238) were discarded. Regarding the causes of discard, 68% (n=841) were due to positive or indeterminate serological blood tests and 39% (n=486) because of matureness (expired medium guaranteed period of corneal preservation). Conclusions: Specific issues such as violent causes of death, gender disproportion and total time of corneal processing can be better managed to reduce procurement times, and availability, of corneal tissue for transplantation.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.9599078.v1(source: https://scielo.figshare.com/articles/dataset/Causes_of_death_and_discard_of_donated_corneal_tissues_Federal_District_eye_bank_analysis_2014_-2017/9599078)。
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。




