低资源环境下视神经炎延迟诊断与治疗的公共卫生影响:一项关于视力恢复结果的回顾性研究

该数据集包含100例视神经炎患者的回顾性数据,分析了低资源环境下延迟诊断和治疗对视力恢复的影响。

NIAID Data Ecosystem
浏览 22
表格optic neuritisvisual recoverytreatment delayvisual acuitylow-resource settingspublic healthreferral pathways
Table 1_Public health implications of delayed diagnosis and treatment of optic neuritis in low-resource settings: a retrospective study of visual recovery outcomes

基本信息

模态
表格
大小
0.000033089 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

低资源环境下视神经炎延迟诊断与治疗的公共卫生影响:一项关于视力恢复结果的回顾性研究

【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 33.09 KB,主题涵盖 optic neuritis、visual recovery、treatment delay、visual acuity、low-resource settings,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《Table 1_Public health implications of delayed diagnosis and treatment of optic neuritis in low-resource settings: a retrospective study of visual recovery outcomes.docx》。配套论文《Optic neuritis》发表于 The Lancet Neurology(2014),DOI:10.1016/S1474-4422%2813%2970259-X。源站首次发布:2025-11-21。

【数据内容】

源站原始描述:BackgroundOptic neuritis (ON) is a common cause of visual loss in adults. It is commonly related to or occurs in the scenario of a demyelinating disease. Although treatment leads to visual recovery, diagnosis and treatment need to occur quickly, especially in lower-resource countries, where systems expect delays in care. PurposeThe goal of this study was to examine health-system delays in ON diagnosis and treatment and their effects on visual recovery. MethodsThis retrospective review involved 1…

【数据结构与技术规格】

文件数 1 个,合计 33.09 KB。Table 1_Public health implications of delayed diagnosis and treatment of optic neuritis in low-resource settings: a retrospective study of visual reco.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,33.09 KB。数据集 DOI:10.3389/fopht.2025.1642288.s001。

【主题与分类】

源站学科分类:Ophthalmology。主题标签:optic neuritis、visual recovery、treatment delay、visual acuity、low-resource settings、public health、referral pathways。

【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://frontiersin.figshare.com/articles/dataset/Table_1_Public_health_implications_of_delayed_diagnosis_and_treatment_of_optic_neuritis_in_low-resource_settings_a_retrospective_study_of_visual_recovery_outcomes_docx/30673253

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

规范引用:Li, Ruimei; Qi, Qingfen; Li, Shuangnong; Yan, Xiuwen; Arthur, Clement (2025). Table 1_Public health implications of delayed diagnosis and treatment of optic neuritis in low-resource settings: a retrospective study of visual recovery outcomes.docx. Frontiers. 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 "Table 1_Public health implications of delayed diagnosis and treatment of optic neuritis in low-resource settings: a retrospective study of visual reco.docx" "https://ndownloader.figshare.com/files/59745164"

文件清单

  • Table 1_Public health implications of delayed diagnosis and treatment of optic neuritis in low-resource settings: a retrospective study of visual reco.docx(33.09 KB)

文件总体积 33.09 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

BackgroundOptic neuritis (ON) is a common cause of visual loss in adults. It is commonly related to or occurs in the scenario of a demyelinating disease. Although treatment leads to visual recovery, diagnosis and treatment need to occur quickly, especially in lower-resource countries, where systems expect delays in care.
PurposeThe goal of this study was to examine health-system delays in ON diagnosis and treatment and their effects on visual recovery.
MethodsThis retrospective review involved 100 cases of ON seen in a tertiary referral hospital from 2016 to 2023. Diagnosis was made of clinical features with confirmation by neuro-ophthalmological evaluation. MRI and visual evoked potentials (VEPs) were obtained if they were within reach. Visual recovery was defined as improvement of ≥3 Snellen lines at 3 months. Patients were given intravenous methylprednisolone (1 g/day for 3–5 days) and a tapered course of oral prednisolone. Delayed treatment was defined as the start of corticosteroids > 14 days after symptom onset, which was established for patients who did not start steroids on initial presentation. Logistic regression and ROC analysis were used to determine predictors of complete recovery.
Results58% of patients experienced delayed treatment and had lower rates of complete visual recovery (31.0% vs. 66.7%, p In low-resource settings, the short-term visual outcomes of ON are worse with a delay in management. Prompt initiation of corticosteroids and improved referral pathways may aid in maximizing the recovery rate.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fopht.2025.1642288.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Public_health_implications_of_delayed_diagnosis_and_treatment_of_optic_neuritis_in_low-resource_settings_a_retrospective_study_of_visual_recovery_outcomes_docx/30673253)。

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。

获取专属数据定制方案