fluid creep对危重成人容量和氯负荷的影响：一项前瞻性研究及其预后意义与MAKE30关联
包含1633名危重成人患者的前瞻性临床表格数据，用于分析液体creep对容量和氯负荷的影响及其与30天主要肾脏不良事件（MAKE30）的关联。
基本信息
资源简介
fluid creep对危重成人容量和氯负荷的影响：一项前瞻性研究及其预后意义与MAKE30关联
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集，收录 2 个文件、合计 170.92 KB，主题涵盖 Fluid creep、fluid therapy、volume load、chloride load、MAKE30，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《Impact of fluid creep on volume and chloride load in critically ill adults: a prospective study on its prognostic significance and association with MAKE30》。配套论文《Impact of fluid creep on volume and chloride load in critically ill adults: a prospective study on its prognostic significance and association with MAKE30》发表于 Renal Failure（2025），DOI：10.1080/0886022X.2025.2549773。项目资助方：This work was supported by the National Natural Science Foundation of China (no. 82102273 to YL, no. 82472197 to YL; no. 82272208 to ZP; no. 82241039 to ZP); the Program of Excellent Doctoral (Postdoctoral); Wu Jieping Medical Foundation (no. 320.6750.2023-02-4 to YL); the Hainan Province Clinical Medical Center (project to ZP), and Hubei Provincial Natural Science Foundation Project (2023AFD040 to YC).。源站首次发布：2025-11-10。
【数据内容】
源站原始描述：To quantify ICU fluids for different uses, identify significant fluid sources for volume and chloride load in critically ill adults, and analyze their impact on prognosis. A prospective study was conducted in a 52-bed academic ICU. From May to December 2022, volume intake/output and fluid purpose were recorded for 5 days for all admitted patients. Fluids were categorized into five types. Patients were divided into high and low fluid creep groups by median dosage. Logistic regression was used to…
【数据结构与技术规格】
文件数 2 个，合计 170.92 KB。irnf_a_2549773_sm6819.pdf：application/pdf，84.72 KB。irnf_a_2549773_sm6818.pdf：application/pdf，86.20 KB。数据集 DOI：10.6084/m9.figshare.30577411.v1。
【主题与分类】
源站学科分类：Space Science、Medicine、Cell Biology、Genetics、Physiology、Biological Sciences not elsewhere classified。主题标签：Fluid creep、fluid therapy、volume load、chloride load、MAKE30。
【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://tandf.figshare.com/articles/dataset/Impact_of_fluid_creep_on_volume_and_chloride_load_in_critically_ill_adults_a_prospective_study_on_its_prognostic_significance_and_association_with_MAKE30/30577411
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Impact of fluid creep on volume and chloride load in critically ill adults: a prospective study on its prognostic significance and association with MAKE30. Taylor & Francis. Zhou, Dingxin; Cao, Fengsheng; Zhang, Lu; Qiu, Guangyu; Chen, Yusheng; Li, Yiming; et al
【使用注意】
· 源站最后修改于 2026-09-28，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：Impact of fluid creep on volume and chloride load in critically ill adults: a prospective study on its prognostic significance and association with MAKE30
- DOI：10.6084/m9.figshare.30577411.v1
- 发布日期：2025-11-10
- 文件数：2 个
- 文件总体积：170.92 KB
- 源站页面：https://tandf.figshare.com/articles/dataset/Impact_of_fluid_creep_on_volume_and_chloride_load_in_critically_ill_adults_a_prospective_study_on_its_prognostic_significance_and_association_with_MAKE30/30577411
命令行下载
curl -L -o "irnf_a_2549773_sm6819.pdf" "https://ndownloader.figshare.com/files/59425435"
curl -L -o "irnf_a_2549773_sm6818.pdf" "https://ndownloader.figshare.com/files/59425438"
文件清单
irnf_a_2549773_sm6819.pdf（84.72 KB）irnf_a_2549773_sm6818.pdf（86.20 KB）
文件总体积 170.92 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
To quantify ICU fluids for different uses, identify significant fluid sources for volume and chloride load in critically ill adults, and analyze their impact on prognosis.
A prospective study was conducted in a 52-bed academic ICU. From May to December 2022, volume intake/output and fluid purpose were recorded for 5 days for all admitted patients. Fluids were categorized into five types. Patients were divided into high and low fluid creep groups by median dosage. Logistic regression was used to analyze the association with Major Adverse Kidney Events by 30 days (MAKE30).
1,633 adult critically ill patients with a median age of 67 years and an APACHE II score of 22 were included. Fluid creep, with a median of 802 ml, accounted for 48.4% of daily fluid volume, far more than resuscitation (8.6%) or maintenance/replacement fluid (6.7%). After adjustment for confounders, high fluid creep was associated with a higher incidence of MAKE30 (OR = 1.37) and its components, including in-hospital mortality (OR = 1.49), new renal replacement therapy (OR = 1.83), and persistent renal damage (OR = 1.75).
Fluid creep is an important source of volume and chloride load in critically ill adults, and high volumes are associated with a higher incidence of MAKE30. Intravenous fluid therapy should be used with caution.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.30577411.v1（source: https://tandf.figshare.com/articles/dataset/Impact_of_fluid_creep_on_volume_and_chloride_load_in_critically_ill_adults_a_prospective_study_on_its_prognostic_significance_and_association_with_MAKE30/30577411）。
数据缺失？
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