过程指标概述
包含骨质疏松性骨折患者护理过程指标的数据集,用于评估骨科老年共管干预效果。

基本信息
资源简介
过程指标概述
【数据集背景】
本数据集源站标题为《Overview of process indicators.》。源站首次发布:2023-04-05。
【数据内容】
源站原始描述:Background Osteoporotic fractures are associated with postoperative complications, increased mortality, reduced quality of life, and excessive costs. The care for older patients with a fracture is often complex due to multimorbidity, polypharmacy, and presence of geriatric syndromes requiring a holistic multidisciplinary approach based on a comprehensive geriatric assessment. Nurse-led geriatric co-management has proven to prevent functional decline and complications, and improve quality of life…
【数据结构与技术规格】
文件数 1 个,合计 9.73 KB。Table 2.xls:undefined,9.73 KB。数据集 DOI:10.1371/journal.pone.0283552.t002。
【主题与分类】
源站学科分类:Medicine、Cell Biology、Biotechnology、Developmental Biology、Science Policy、Infectious Diseases。主题标签:university hospitals leuven、several secondary outcomes、often complex due、inpatient geriatric consultation、improving patient outcomes、geriatric syndromes requiring、daily clinical practice、comprehensive geriatric assessment、common geriatric syndromes、unplanned hospital readmissions。
【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/Overview_of_process_indicators_/22562795
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Janssens, Sigrid; Dejaeger, Marian; Sermon, An; Fagard, Katleen; Cerulus, Marie; Cosyns, Heidi; et al. (2023). Overview of process indicators.. PLOS ONE. Dataset
【使用注意】
· 源站最后修改于 2023-06-21,引用时请注意版本时效。
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:Overview of process indicators.
- DOI:10.1371/journal.pone.0283552.t002
- 发布日期:2023-04-05
- 文件数:1 个
- 文件总体积:9.73 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Overview_of_process_indicators_/22562795
命令行下载
curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/40034816"
文件清单
Table 2.xls(9.73 KB)
文件总体积 9.73 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
Background
Osteoporotic fractures are associated with postoperative complications, increased mortality, reduced quality of life, and excessive costs. The care for older patients with a fracture is often complex due to multimorbidity, polypharmacy, and presence of geriatric syndromes requiring a holistic multidisciplinary approach based on a comprehensive geriatric assessment. Nurse-led geriatric co-management has proven to prevent functional decline and complications, and improve quality of life. The aim of this study is to prove that nurse-led orthogeriatric co-management in patients with a major osteoporotic fracture is more effective than inpatient geriatric consultation to prevent in-hospital complications and several secondary outcomes in at least a cost-neutral manner.
Methods
An observational pre-post study will be performed on the traumatology ward of the University Hospitals Leuven in Belgium including 108 patients aged 75 years and older hospitalized with a major osteoporotic fracture in each cohort. A feasibility study was conducted after the usual care cohort and prior to the intervention cohort to measure fidelity to the intervention components. The intervention includes proactive geriatric care based on automated protocols for the prevention of common geriatric syndromes, a comprehensive geriatric evaluation followed by multidisciplinary interventions, and systematic follow-up. The primary outcome is the proportion of patients having one or more in-hospital complications. Secondary outcomes include functional status, instrumental activities of daily living status, mobility status, nutritional status, in-hospital cognitive decline, quality of life, return to pre-fracture living situation, unplanned hospital readmissions, incidence of new falls, and mortality. A process evaluation and cost-benefit analysis will also be conducted.
Discussion
This study wants to prove the beneficial impact of orthogeriatric co-management in improving patient outcomes and costs in a heterogenous population in daily clinical practice with the ambition of long-term sustainability of the intervention.
Trial registration
International Standard Randomised Controlled Trial Nu
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0283552.t002(source: https://plos.figshare.com/articles/dataset/Overview_of_process_indicators_/22562795)。
数据缺失?
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