实体肿瘤患者ICU出院后功能活动度变化数据集

实体肿瘤患者从ICU出院至医院出院期间功能活动度变化的数据集,包含IMS评分和相关临床因素。

SciELO journalsSciELO journals
DataCite Commons
2023-06-03 更新
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表格Intensive Care UnitMobility LimitationCancer
Changes in functional mobility of patients with solid tumors after discharge from intensive care unit

基本信息

模态
表格
大小
0.005868174 GB
许可
CC BY 4.0
创建/更新时间
2023-06-03
版本
v1

资源简介

实体肿瘤患者ICU出院后功能活动度变化数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 18 个文件、合计 5.87 MB,主题涵盖 Intensive Care Unit、Mobility Limitation、Cancer,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《Changes in functional mobility of patients with solid tumors after discharge from intensive care unit》。配套论文《Changes in functional mobility of patients with solid tumors after discharge from intensive care unit》发表于 Fisioterapia e Pesquisa(2023),DOI:10.1590/1809-2950/e22009623en。源站首次发布:2023-06-03。

【数据内容】

源站原始描述:ABSTRACT This study aimed to analyze changes in the level of functional mobility (FM) between patients with solid tumors discharged from intensive care units (ICU) and hospital discharge and the possible factors associated with FM recovery. This is a retrospective cohort study based on the analysis of medical records of patients with solid tumors who were discharged from an oncology ICU from January 1, 2018 to February 28, 2020. The primary outcome was the change in FM after ICU discharge, consi…

中文译文(机器翻译,仅供快速理解,请以原文为准):摘要 本研究旨在分析实体瘤患者从重症监护病房(ICU)出院至医院出院期间功能性活动能力(FM)水平的变化,以及可能与FM恢复相关的因素。这是一项回顾性队列研究,基于对2018年1月1日至2020年2月28日期间从肿瘤ICU出院的实体瘤患者病历的分析。主要结局是ICU出院后FM的变化,即ICU出院时最终评分与医院出院时最终评分之间的差异,采用ICU活动能力量表(IMS)评估。连续变量与结局之间的关联采用单因素线性回归分析。共纳入65例患者,中位年龄为61.4岁(四分位距 - IQR 54-69)。ICU出院后的平均住院时间为19.0天(±24.04)。ICU出院时的平均IMS评分为2.62(±2.56),医院出院时的平均IMS评分为6.08(±3.26)。接受手术治疗原发肿瘤的患者评分比未接受手术者高1.

【数据结构与技术规格】

文件数 18 个,合计 5.87 MB。数据集 DOI:10.6084/m9.figshare.23290672.v1。

【主题与分类】

源站学科分类:Orthopaedics、Rehabilitation and Therapy (excl. Physiotherapy)。主题标签:Intensive Care Unit、Mobility Limitation、Cancer。

【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://scielo.figshare.com/articles/dataset/Changes_in_functional_mobility_of_patients_with_solid_tumors_after_discharge_from_intensive_care_unit/23290672

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

规范引用:Costa, Carolina da Silva Tavares; Bessa, Camila Martins de; Gutierrez, Ana Cristina Machado Leão; Santos, Tiago Eduardo dos; Bergmann, Anke; Silva, Gustavo Telles da (2023). Changes in functional mobility of patients with solid tumors after discharge from intensive care unit. SciELO journals. Datase…

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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 "be84701d73f44633990c1e49197f8abfceb365d2.tif" "https://ndownloader.figshare.com/files/41047504"
curl -L -o "4cea8a340dee60b8e8ca78a3bdb2ab38029ebf04.png" "https://ndownloader.figshare.com/files/41047507"
curl -L -o "93e7c794e54ea2198201086db958ce42b4440d8a.jpg" "https://ndownloader.figshare.com/files/41047510"
curl -L -o "fd6fdd02e57738f986e8be25bfa1131b64ba4fd0.tif" "https://ndownloader.figshare.com/files/41047513"
curl -L -o "7f4769fd0191a38fafd3172ec3bba22b3969e401.png" "https://ndownloader.figshare.com/files/41047516"
curl -L -o "d2abb3f167305cbafe677f1572f8baf86cc33154.jpg" "https://ndownloader.figshare.com/files/41047519"
curl -L -o "187c4530fe23d7d4b9310f94c4c3cd736c825ab6.tif" "https://ndownloader.figshare.com/files/41047522"
curl -L -o "00edfe549aa1c9a20e06850cd0f4cb8f9b10241d.png" "https://ndownloader.figshare.com/files/41047528"

文件清单

  • be84701d73f44633990c1e49197f8abfceb365d2.tif(1.02 MB)
  • 4cea8a340dee60b8e8ca78a3bdb2ab38029ebf04.png(30.87 KB)
  • 93e7c794e54ea2198201086db958ce42b4440d8a.jpg(3.78 KB)
  • fd6fdd02e57738f986e8be25bfa1131b64ba4fd0.tif(1.81 MB)
  • 7f4769fd0191a38fafd3172ec3bba22b3969e401.png(16.72 KB)
  • d2abb3f167305cbafe677f1572f8baf86cc33154.jpg(2.29 KB)
  • 187c4530fe23d7d4b9310f94c4c3cd736c825ab6.tif(1.03 MB)
  • 00edfe549aa1c9a20e06850cd0f4cb8f9b10241d.png(32.05 KB)
  • 1895f594d82bef5d0ca95bdaa5312af37688614c.jpg(3.77 KB)
  • 8fee3f490ddc498973d520c731a610fda47eea36.tif(1.85 MB)
  • 489dbad5bfe7132e7507e589623c85d4eceaf9f7.png(18.41 KB)
  • 9cf4f5e791333f689def3deae32d272783a325fd.jpg(2.38 KB)
  • Table_1.xls(5.63 KB)
  • Table_2.xls(9.73 KB)
  • Table_3.xls(9.73 KB)
  • Table_4.xls(5.63 KB)
  • Table_5.xls(9.73 KB)
  • Table_6.xls(9.73 KB)

文件总体积 5.87 MB(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

ABSTRACT This study aimed to analyze changes in the level of functional mobility (FM) between patients with solid tumors discharged from intensive care units (ICU) and hospital discharge and the possible factors associated with FM recovery. This is a retrospective cohort study based on the analysis of medical records of patients with solid tumors who were discharged from an oncology ICU from January 1, 2018 to February 28, 2020. The primary outcome was the change in FM after ICU discharge, considering the difference between the final score at ICU discharge and the final score at hospital discharge, estimated by the ICU Mobility Scale (IMS). The association between continuous variables and outcomes was performed by univariate linear regression analysis. In total, 65 patients with a median age of 61.4 years (interquartile range - IQR 54-69) were included. The mean length of hospital stay after discharge from the ICU was 19.0 days (±24.04). The mean IMS score at ICU discharge was 2.62 (±2.56) and the mean IMS score at hospital discharge was 6.08 (±3.26). Patients who underwent surgery to treat the primary tumor had a score 1.89 higher compared to those who did not undergo surgery (p=0.048). Therefore, we observed improvement in FM in patients with solid tumors between ICU discharge and hospital discharge, and patients who underwent surgery showed better FM.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.23290672.v1(source: https://scielo.figshare.com/articles/dataset/Changes_in_functional_mobility_of_patients_with_solid_tumors_after_discharge_from_intensive_care_unit/23290672)。

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