Resolubility of eye care in a secondary care center: a quantitative approach

包含816名患者的横断面研究数据,用于评估二级医疗中心眼科护理的解析能力,数据来自数据库和病历。

SciELO journalsSciELO journals
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2021-03-26 更新
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表格Unified Health SystemDiabetes mellitusSecondary careEye health
Resolubility of eye care in a secondary care center: a quantitative approach

基本信息

模态
表格
大小
0.00002816 GB
许可
CC BY 4.0
创建/更新时间
2021-03-26
版本
v1

资源简介

Resolubility of eye care in a secondary care center: a quantitative approach

【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 28.16 KB,主题涵盖 Unified Health System、Diabetes mellitus、Secondary care、Eye health,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】

配套论文《Resolubility of eye care in a secondary care center: a quantitative approach》发表于 Einstein (São Paulo)(2019),DOI:10.31744/einstein_journal/2019gs4385。源站首次发布:2019-03-20。

【数据内容】

源站原始描述:ABSTRACT Objective To evaluate the resolubility of ophthalmologic care in an integrated health center. Methods This was a cross-sectional study including 816 patients who were attended from November 2013 to November of 2015. Data were collected from a medical consultation database and patients’ medical records. Results The majority of participants were women, non-diabetic, and had high school education. The main cause of referral for ophthalmologic evaluation was the consultation with a speciali…

【数据结构与技术规格】

文件数 5 个,合计 28.16 KB。数据集 DOI:10.6084/m9.figshare.7865648.v1。

【主题与分类】

源站学科分类:Medicine。主题标签:Unified Health System、Diabetes mellitus、Secondary care、Eye health。

【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/Resolubility_of_eye_care_in_a_secondary_care_center_a_quantitative_approach/7865648

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

规范引用:Oliveira, Inês Paula Regina Mainini; Meneguin, Silmara (2019). Resolubility of eye care in a secondary care center: a quantitative approach. SciELO journals. Dataset

【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。

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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

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/14647469"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/14647472"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/14647475"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/14647478"
curl -L -o "Table_5.xls" "https://ndownloader.figshare.com/files/14647484"

文件清单

  • Table_1.xls(5.63 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(5.63 KB)
  • Table_4.xls(5.63 KB)
  • Table_5.xls(5.63 KB)

文件总体积 28.16 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 resolubility of ophthalmologic care in an integrated health center. Methods This was a cross-sectional study including 816 patients who were attended from November 2013 to November of 2015. Data were collected from a medical consultation database and patients’ medical records. Results The majority of participants were women, non-diabetic, and had high school education. The main cause of referral for ophthalmologic evaluation was the consultation with a specialist, the waiting time for consultation was shorter for non-diabetic patients. Conclusion This Integrated health center presented, partial resolubility conditions to meet the ophthalmologic needs of users of the Brazilian Unified Health System. Eye care needs to be reorganized particularly by consider the priority cases of those at ophthalmological risk, and referrals should be done to the adequate care level and on time to guarantee resolubility.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7865648.v1(source: https://scielo.figshare.com/articles/dataset/Resolubility_of_eye_care_in_a_secondary_care_center_a_quantitative_approach/7865648)。

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。