研究人群的基线特征
基于韩国国民健康保险索赔数据,分析2004—2011年≤5岁儿童白内障手术的8年医疗资源利用与费用,并识别并发症等因素对经济负担的影响。

基本信息
资源简介
研究人群的基线特征
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 9.73 KB,主题涵盖 world evidence underscoring、related influencing factors、identified factors influencing、generalized linear model、ensure optimal care,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《Baseline characteristics of the study population.》。配套论文《Long-term economc burden and related influencing factors of pediatric cataracst: A population-based study in South Korea》发表于 PLOS One(2025),DOI:10.1371/journal.pone.0328781。源站首次发布:2025-08-21。
【数据内容】
源站原始描述:Pediatric cataracts are a significant cause of childhood blindness, requiring long-term management. This study evaluated the economic burden of pediatric cataract surgery in South Korea and identified factors influencing the medical costs, particularly in patients with complications after cataract surgery. We used National Health Insurance Service claims data, covering the Korean population, including pediatric patients (aged ≤5 years) who underwent cataract surgery between 2004 and 2011. We mea…
【数据结构与技术规格】
文件数 1 个,合计 9.73 KB。Table 1.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0328781.t001。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Biological Sciences not elsewhere classified、Science Policy。主题标签:world evidence underscoring、related influencing factors、identified factors influencing、generalized linear model、ensure optimal care、emergency department visits、aged &# 8804、391 per patient、study provides real、term economc burden。
【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://plos.figshare.com/articles/dataset/Baseline_characteristics_of_the_study_population_/29961201
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Jang, Semin; Park, Sang Jun; Choi, Seo Yoon; Jeong, Migyeong; Kim, Siin; Suh, Hae Sun (2025). Baseline characteristics of the study population.. PLOS ONE. Dataset
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)
- 源站标题:Baseline characteristics of the study population.
- DOI:10.1371/journal.pone.0328781.t001
- 发布日期:2025-08-21
- 文件数:1 个
- 文件总体积:9.73 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Baseline_characteristics_of_the_study_population_/29961201
命令行下载
curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/57344544"
文件清单
Table 1.xls(9.73 KB)
文件总体积 9.73 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
Pediatric cataracts are a significant cause of childhood blindness, requiring long-term management. This study evaluated the economic burden of pediatric cataract surgery in South Korea and identified factors influencing the medical costs, particularly in patients with complications after cataract surgery. We used National Health Insurance Service claims data, covering the Korean population, including pediatric patients (aged ≤5 years) who underwent cataract surgery between 2004 and 2011. We measured healthcare resource utilization (outpatient, inpatient, and emergency department visits) and cataract-related medical costs over an 8-year follow-up after cataract surgery. We further explored factors influencing medical costs using a generalized linear model. A total of 1297 pediatric patients (mean age: 2.2 years, 56.8% male) were included. Over 8 years, patients had an average of 30 outpatient visits, 2.7 inpatient visits, and 3 emergency department visits. The total average medical cost over 8 years was $2,391 per patient, with significantly higher costs in those developed retinal detachment ($7729) or glaucoma ($8,821) developed after the surgery. Additionally, higher costs were associated with older age at surgery, higher income, the presence of postoperative complications, and multiple surgeries. Pediatric cataract surgery resulted in a considerable long-term economic burden, particularly when accompanied by postoperative complications. This study provides real-world evidence underscoring the need for improvement in pediatric cataract management to ensure optimal care for young patients at risk of vision impairment.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0328781.t001(source: https://plos.figshare.com/articles/dataset/Baseline_characteristics_of_the_study_population_/29961201)。
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。
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