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。

Figshare
2025-08-05 更新
浏览 25
表格Cataract burdenvisual outputsBlindness/prevention & control
Visual outcome in patients following cataract surgery in Nepal: A Retrospective Camp-Based Study

基本信息

模态
表格
大小
0.005272475 GB
许可
CC BY 4.0
创建/更新时间
2025-08-05
版本
v1

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

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

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)

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。

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