虚拟骨折护理(VFC)审查协议对创伤患者二次医疗资源利用的影响数据集

包含虚拟骨折护理(VFC)审查协议对创伤患者二次医疗资源利用影响的回顾性队列研究数据,涉及随访、影像、手术时间及并发症等指标。

NIAID Data Ecosystem
浏览 7
表格virtual fracture clinichealthcare utilizationsemi-acute surgerytelemedicineextremity injuriesCOVID-19
Data Sheet 2_The effects of a Virtual Fracture Care review protocol on secondary healthcare utilization in trauma patients requiring semi-acute surgery: a retrospective cohort study.pdf

基本信息

模态
表格
大小
0.000409229 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

虚拟骨折护理(VFC)审查协议对创伤患者二次医疗资源利用的影响数据集

【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 409.23 KB,主题涵盖 virtual fracture clinic、healthcare utilization、semi-acute surgery、telemedicine、extremity injuries,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《Data Sheet 2_The effects of a Virtual Fracture Care review protocol on secondary healthcare utilization in trauma patients requiring semi-acute surgery: a retrospective cohort study.pdf》。配套论文《Retrospective cohort study evaluating the efficacy and safety of an orthopaedic consultant‐led virtual fracture clinic in an Australian level 1 trauma centre》发表于 ANZ Journal of Surgery(2021),DOI:10.1111/ans.16574。源站首次发布:2024-06-17。

【数据内容】

源站原始描述:PurposeThe demand for trauma care in the Netherlands is increasing due to a rising incidence of injuries. To provide adequate trauma care amidst this increasing pressure, a Virtual Fracture Care (VFC) review protocol was introduced for treatment of musculoskeletal injuries to the extremities (MIE). This study aimed to assess the influence of the Dutch VFC review protocol on secondary healthcare utilization (i.e., follow-up appointments and imaging) in adult trauma patients (aged ≥18 years) who u…

【数据结构与技术规格】

文件数 1 个,合计 409.23 KB。Data Sheet 2_The effects of a Virtual Fracture Care review protocol on secondary healthcare utilization in trauma patients requiring semi-acute surger.pdf:application/pdf,409.23 KB。数据集 DOI:10.3389/fdgth.2024.1362503.s002。

【主题与分类】

源站学科分类:Health Informatics。主题标签:virtual fracture clinic、healthcare utilization、semi-acute surgery、telemedicine、extremity injuries。

【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/Data_Sheet_2_The_effects_of_a_Virtual_Fracture_Care_review_protocol_on_secondary_healthcare_utilization_in_trauma_patients_requiring_semi-acute_surgery_a_retrospective_cohort_study_pdf/26047636

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

规范引用:Willinge, G. J. A.; Spierings, J. F.; Geerdink, T. H.; Twigt, B. A.; Goslings, J. C.; van Veen, R. N. (2024). Data Sheet 2_The effects of a Virtual Fracture Care review protocol on secondary healthcare utilization in trauma patients requiring semi-acute surgery: a retrospective cohort study.pdf. Fro…

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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)

命令行下载

curl -L -o "Data Sheet 2_The effects of a Virtual Fracture Care review protocol on secondary healthcare utilization in trauma patients requiring semi-acute surger.pdf" "https://ndownloader.figshare.com/files/47089171"

文件清单

  • Data Sheet 2_The effects of a Virtual Fracture Care review protocol on secondary healthcare utilization in trauma patients requiring semi-acute surger.pdf(409.23 KB)

文件总体积 409.23 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

PurposeThe demand for trauma care in the Netherlands is increasing due to a rising incidence of injuries. To provide adequate trauma care amidst this increasing pressure, a Virtual Fracture Care (VFC) review protocol was introduced for treatment of musculoskeletal injuries to the extremities (MIE). This study aimed to assess the influence of the Dutch VFC review protocol on secondary healthcare utilization (i.e., follow-up appointments and imaging) in adult trauma patients (aged ≥18 years) who underwent semi-acute surgery (2–14 days after initial presentation) for MIE, compared to traditional workflows. We hypothesized utilization of VFC review would lead to reduced secondary healthcare utilization.
MethodsThis retrospective cohort study assessed the influence of VFC review on secondary healthcare utilization in adult trauma patients (aged ≥18 years) who underwent semi-acute surgery for a MIE. Patients treated before VFC review and the COVID-19 pandemic, from 1st of July 2018 to 31st of December 2019, formed a pre-VFC group. Patients treated after VFC review implementation from January 1st 2021 to June 30th 2022, partially during and after the COVID-19 pandemic (including distancing measures), formed a VFC group. Outcomes were follow-up appointments, radiographic imaging, time to surgery, emergency department reattendances, and complications. The study was approved by the local ethical research committee approved this study (WO 23.073).
ResultsIn total, 2,682 patients were included, consisting of 1,277 pre-VFC patients, and 1,405 VFC patients. Following VFC review, the total number of follow-up appointments reduced by 21% and a shift from face-to-face towards telephone consultations occurred with 19% of follow-up appointments performed by telephone in the VFC group vs. 4% in the pre-VFC group. Additionally, VFC review resulted in a 7% reduction of radiographs, improved time scheduling of surgery, and a 56% reduction of emergency department reattendances. Registered complication rates remained similar.
ConclusionThe utilization of VFC review for management of adult patients with a MIE requiring semi-acute surgery improves efficiency compared to traditional workfl

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fdgth.2024.1362503.s002(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_2_The_effects_of_a_Virtual_Fracture_Care_review_protocol_on_secondary_healthcare_utilization_in_trauma_patients_requiring_semi-acute_surgery_a_retrospective_cohort_study_pdf/26047636)。

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