每周中位住院时间数据

埃塞俄比亚医院血液科急诊患者每周中位住院时间及相关过程指标的数据集,用于评估质量改进干预效果。

Figshare
2025-09-08 更新
浏览 19
表格term sustainability requiresprolonged emergency departmentprioritize continuous monitoringincreasing patient stressg .mortalitylab tat improvedinterrupted time series8 &# 8211144 &# 8211online consultation platformidentify care barrierslab turnaround time

基本信息

模态
表格
大小
0.000009097 GB
许可
CC BY 4.0
创建/更新时间
2025-09-08
版本
v1

资源简介

每周中位住院时间数据

【数据集背景】

本数据集源站标题为《Weekly median length of stay data.》,为 stay data. 的组成部分。配套论文《Reducing emergency department length of stay for hematology patients of tikur anbessa specialized hospital: An improvement initiative》发表于 PLOS One(2025),DOI:10.1371/journal.pone.0329316。源站首次发布:2025-09-08。

【数据内容】

源站原始描述:Introduction Prolonged Emergency Department (ED) stays, a global issue driving overcrowding, were exacerbated at our hospital by lab delays and extended waits, increasing patient stress. This study aimed to reduce hematology patients’ length of stay (LOS). Using the fishbone method to identify care barriers, three interventions were implemented: redesigned lab referral systems, an online specialist communication platform, and patient navigation floor maps. Methods At Tikur Anbessa Specialized Ho…

【数据结构与技术规格】

文件数 1 个,合计 9.10 KB。pone.0329316.s002.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,9.10 KB。数据集 DOI:10.1371/journal.pone.0329316.s002。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Biotechnology、Marine Biology、Cancer、Science Policy。主题标签:term sustainability requires、prolonged emergency department、prioritize continuous monitoring、increasing patient stress、g ., mortality、lab tat improved、interrupted time series、8 &# 8211、144 &# 8211、online consultation platform。

【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/Weekly_median_length_of_stay_data_/30077450

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

规范引用:Merahi, Merahi Kefyalew; Argaw, Rahel; Worku, Aschalew; Molla, Tsegaw; Abayneh, Biruk; Mathewos, Natnael; et al. (2025). Weekly median length of stay data.. PLOS ONE. 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 "pone.0329316.s002.xlsx" "https://ndownloader.figshare.com/files/57764855"

文件清单

  • pone.0329316.s002.xlsx(9.10 KB)

文件总体积 9.10 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

Introduction
Prolonged Emergency Department (ED) stays, a global issue driving overcrowding, were exacerbated at our hospital by lab delays and extended waits, increasing patient stress. This study aimed to reduce hematology patients’ length of stay (LOS). Using the fishbone method to identify care barriers, three interventions were implemented: redesigned lab referral systems, an online specialist communication platform, and patient navigation floor maps.
Methods
At Tikur Anbessa Specialized Hospital (Ethiopia), a quality improvement initiative targeted hematology patients (n = 203 baseline; n = 63 post-intervention) with prolonged emergency department (ED) stays. Using two PDSA cycles, interventions included an online consultation platform, floor markings for navigation, and digitizing peripheral smear workflows via the I-Care system. Weekly data on consultation time, lab turnaround time (TAT), navigation errors, and length of stay (LOS) were analyzed with run charts and Interrupted Time Series (ITS) regression.
Results
Median LOS decreased by 62.5% (144–54 hours; p Conclusions
Targeted interventions improved care and efficiency at Tikur Anbessa Hospital, but sustained reductions in ED LOS were limited by data gaps and discontinued initiatives. Future efforts in resource-limited settings should prioritize continuous monitoring, stakeholder collaboration, and staff well-being.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0329316.s002(source: https://plos.figshare.com/articles/dataset/Weekly_median_length_of_stay_data_/30077450)。

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