流感与非流感急诊就诊比较数据集
基于2019年纽约州急诊科550万+记录,比较流感与非流感就诊的共病负担、资源利用和再入院率,发现流感就诊复杂性较低。

基本信息
资源简介
流感与非流感急诊就诊比较数据集
【一句话概览】
一项基于2019年纽约州急诊部数据库超过550万份患者记录的分析,比较流感与非流感急诊就诊。结果显示,流感就诊合并症负担较低、未观察到死亡、总费用较低、住院时间较短;患者总体再入院较少、平均返回时间较长、30天再入院率显著较低。研究将合并症校正后的严重程度与真实世界结局关联,表明流感急诊就诊复杂度与资源负担较低,可为季节性照护规划和资源分配提供实证依据(来源 figshare,CC BY 4.0 许可)。
【数据集背景】
本数据集源站标题为《Comparison of influenza and non-influenza.》。源站首次发布:2026-02-18。
【数据内容】
源站原始描述:Emergency departments (EDs) are burdened by high patient volumes during influenza seasons, yet the clinical and operational profile of influenza visits remains underexamined in large-scale data. This study analyzes a stratified sample of more than 5.5 million patient records from the New York State Emergency Department Database (SEDD) in 2019 to assess the comorbidity burden, outcomes, resource utilization, and readmission patterns of influenza visits compared to all other emergency department e…
【数据结构与技术规格】
文件数 1 个,合计 5.63 KB。Table 1.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0340699.t001。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Cancer、Infectious Diseases。主题标签:longer average time、high patient volumes、health system strain、fewer overall readmissions、emergency department encounters、alternative care settings、acuity cases suitable、day readmission rates、substantially lower thirty、lower total charges。
【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/_p_Comparison_of_influenza_and_non-influenza_p_/31364691
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Khezrimotlagh, Dariush; Imanpour, Sara; Akbas, Erol (2026). Comparison of influenza and non-influenza.. 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。
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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:<p>Comparison of influenza and non-influenza.</p>
- DOI:10.1371/journal.pone.0340699.t001
- 发布日期:2026-02-18
- 文件数:1 个
- 文件总体积:5.63 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_p_Comparison_of_influenza_and_non-influenza_p_/31364691
命令行下载
curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/61997016"
文件清单
Table 1.xls(5.63 KB)
文件总体积 5.63 KB(源站 API 实测)。
数据说明
Emergency departments (EDs) are burdened by high patient volumes during influenza seasons, yet the clinical and operational profile of influenza visits remains underexamined in large-scale data. This study analyzes a stratified sample of more than 5.5 million patient records from the New York State Emergency Department Database (SEDD) in 2019 to assess the comorbidity burden, outcomes, resource utilization, and readmission patterns of influenza visits compared to all other emergency department encounters. The objective is to determine whether influenza visits reflect higher severity and health system strain or lower-acuity cases suitable for alternative care settings. Influenza visits show lower comorbidity burden, no observed mortality, lower total charges, and shorter lengths of stay. Patients with influenza have fewer overall readmissions, longer average time before return, and substantially lower thirty-day readmission rates than patients with non-influenza diagnoses. These findings indicate that influenza ED visits are lower in complexity and resource burden. By linking comorbidity adjusted severity with real world outcomes, this study provides empirical evidence to guide seasonal care planning and resource allocation.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0340699.t001(source: https://plos.figshare.com/articles/dataset/_p_Comparison_of_influenza_and_non-influenza_p_/31364691)。
数据缺失?
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