尼泊尔白内障手术后患者视觉结果:一项基于营地的回顾性研究
尼泊尔白内障术后视觉结果回顾性数据集,含42,257名参与者,分析年龄等与视觉改善的关系。

基本信息
资源简介
尼泊尔白内障手术后患者视觉结果:一项基于营地的回顾性研究
【数据集背景】
本数据集源站标题为《Visual outcome in patients following cataract surgery in Nepal: A Retrospective Camp-Based Study》。源站首次发布:2025-08-05。
【数据内容】
源站原始描述:This nationally representative, population-based study evaluated visual outcomes following cataract surgery in Nepal using data from 42,257 participants screened at community-based camps and transported to base hospitals for surgery. Most participants were aged 60–69 years (40.9%), with females comprising 52.7%. The majority were Nepali (96.3%), and 35.3% were from Lumbini Province. Outreach clinics accounted for 75.1% of service access. Visual improvement was highest among those aged 70–79 year…
【数据结构与技术规格】
文件数 1 个,合计 5.27 MB。数据集 DOI:10.6084/m9.figshare.29828963.v1。
【主题与分类】
源站学科分类:Ophthalmology。主题标签:Cataract burden、visual outputs、Blindness/prevention & control。
【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://figshare.com/articles/dataset/_b_Visual_outcome_in_patients_following_cataract_surgery_in_Nepal_A_Retrospective_Camp-Based_Study_b_/29828963
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Shah, Ranjan; Mishra, Sailesh Kumar (2025). Visual outcome in patients following cataract surgery in Nepal: A Retrospective Camp-Based Study. figshare. 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:<b>Visual outcome in patients following cataract surgery in Nepal: A Retrospective Camp-Based Study</b>
- DOI:10.6084/m9.figshare.29828963.v1
- 发布日期:2025-08-05
- 文件数:1 个
- 文件总体积:5.27 MB
- 源站页面:https://figshare.com/articles/dataset/_b_Visual_outcome_in_patients_following_cataract_surgery_in_Nepal_A_Retrospective_Camp-Based_Study_b_/29828963
命令行下载
curl -L -o "DAK_final_data.sav" "https://ndownloader.figshare.com/files/56918906"
文件清单
DAK_final_data.sav(5.27 MB)
文件总体积 5.27 MB(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
This nationally representative, population-based study evaluated visual outcomes following cataract surgery in Nepal using data from 42,257 participants screened at community-based camps and transported to base hospitals for surgery. Most participants were aged 60–69 years (40.9%), with females comprising 52.7%. The majority were Nepali (96.3%), and 35.3% were from Lumbini Province. Outreach clinics accounted for 75.1% of service access. Visual improvement was highest among those aged 70–79 years (95.1%), while deterioration was greatest in those ≥80 years (3.6%), with age showing a significant association with visual outcomes (p=0.013). Findings underscore the importance of periodic, well-managed eye camps to extend services to underserved populations.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.29828963.v1(source: https://figshare.com/articles/dataset/_b_Visual_outcome_in_patients_following_cataract_surgery_in_Nepal_A_Retrospective_Camp-Based_Study_b_/29828963)。
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。




