患者和损伤特征(n=1449)

包含1449名烧伤患者的损伤特征及护理结果,用于烧伤护理质量成本指标建模。

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2025-10-08 更新
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Patient and injury characteristics (n = 1449).

基本信息

模态
表格
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2025-10-08
版本
v1

资源简介

患者和损伤特征(n=1449)

【数据集背景】

本数据集源站标题为《Patient and injury characteristics (n = 1449).》。源站首次发布:2025-10-08。

【数据内容】

源站原始描述:The Quality Cost Indicator (QCI) model supports value-based health care at the institutional level, by calculating disease-specific health outcomes per unit cost over time. The aim of this study was to adapt the QCI model for specialized burn care (the BC-QCI model) and explore its utilization using real-world data. Burn care outcome indicators were selected through an iterative process with multiple stakeholders. Threshold values were established per outcome indicator and average total healthca…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 2.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0333660.t002。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Biotechnology、Biological Sciences not elsewhere classified、Science Policy、Infectious Diseases。主题标签:utilization using real、specialized burn care、quality cost indicator、predicted mortality ).、dutch burn centers、based health care、successful outcome indicator、810 -&# 8364、721 [&# 8364、134 [&# 8364。

【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/Patient_and_injury_characteristics_n_1449_/30309139

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

规范引用:Thambithurai, Raaba S. M.; van Veghel, Willem H. P.; van Uden, Denise; Bügel, Jean-Bart; Pijpe, Anouk; Nieuwenhuis, Marianne K.; et al. (2025). Patient and injury characteristics (n = 1449).. 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。

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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。

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 2.xls" "https://ndownloader.figshare.com/files/58575550"

文件清单

  • Table 2.xls(5.63 KB)

文件总体积 5.63 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

The Quality Cost Indicator (QCI) model supports value-based health care at the institutional level, by calculating disease-specific health outcomes per unit cost over time. The aim of this study was to adapt the QCI model for specialized burn care (the BC-QCI model) and explore its utilization using real-world data. Burn care outcome indicators were selected through an iterative process with multiple stakeholders. Threshold values were established per outcome indicator and average total healthcare costs were calculated. A cohort of adult burn patients (n = 1449) admitted for at least one day and/or had undergone surgery in Dutch burn centers between 2020 and 2023 was used, with a follow-up period of 12 months. The proportion of patients who achieved textbook outcome (i.e., having achieved all the outcome indicators), the average total costs per patient, and QCI values were calculated. Of all patients, 54% achieved all five outcome indicators (i.e., length of stay, wound infections, other complications, discharge destination, and predicted mortality). The most successful outcome indicator was ‘predicted mortality’ (passed by 99% of the population), the least successful outcome indicator was ‘length of stay’ (62%). The patients who failed to achieve one or more outcome indicators (46%) had significantly higher average total costs compared to the patients who achieved textbook outcome (54%) (€50,134 [€47,810-€52,850] vs. €11,721 [€11,096-€12,429]). The BC-QCI model is a solid foundation to provide insights into the outcomes and costs for specialized burn care at the institutional level.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0333660.t002(source: https://plos.figshare.com/articles/dataset/Patient_and_injury_characteristics_n_1449_/30309139)。

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。

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