术前血红蛋白生存均等性阈值表

包含14家德国医院842,130名手术患者的术前血红蛋白与住院死亡率数据,用于评估男女生存均等性阈值。

German Patient Blood Management Network CollaboratorsGerman Patient Blood Management Network Collaborators
frontiersin.figshare.com
2024-03-13 更新
浏览 15
表格hemoglobinequitable health careanemiaperioperative managementperioperative medicine
Table_1_Preoperative hemoglobin thresholds for survival equity in women and men.docx

基本信息

模态
表格
大小
0.00067963 GB
许可
CC BY 4.0
创建/更新时间
2024-03-13
版本
v1

资源简介

术前血红蛋白生存均等性阈值表

【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 679.63 KB,主题涵盖 hemoglobin、equitable health care、anemia、perioperative management、perioperative medicine,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《Table_1_Preoperative hemoglobin thresholds for survival equity in women and men.docx》。源站首次发布:2024-03-13。

【数据内容】

源站原始描述:Anemia affects humans throughout life, and is linked to higher morbidity and mortality. Unclear is whether hemoglobin values are equivalent between women and men. This study evaluates the association of preoperative hemoglobin levels with in-hospital mortality and estimates thresholds for survival equity between men and women. All adult patients undergoing surgery between 2010 and 2019 from 14 German hospitals were included in the study. Thresholds for survival equity were determined with genera…

【数据结构与技术规格】

文件数 1 个,合计 679.63 KB。Table_1_Preoperative hemoglobin thresholds for survival equity in women and men.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,679.63 KB。数据集 DOI:10.3389/fmed.2024.1334773.s002。

【主题与分类】

源站学科分类:Radiology and Organ Imaging、Foetal Development and Medicine、Obstetrics and Gynaecology、Primary Health Care、Medical and Health Sciences not elsewhere classified、Dermatology。主题标签:hemoglobin、equitable health care、anemia、perioperative management、perioperative medicine。

【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/Table_1_Preoperative_hemoglobin_thresholds_for_survival_equity_in_women_and_men_docx/25396918

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

规范引用:Rumpf, Florian; Hof, Lotta; Old, Oliver; Friederich, Patrick; Friedrich, Jens; Thoma, Josef; et al. (2024). Table_1_Preoperative hemoglobin thresholds for survival equity in women and men.docx. Frontiers. 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_1_Preoperative hemoglobin thresholds for survival equity in women and men.docx" "https://ndownloader.figshare.com/files/45004108"

文件清单

  • Table_1_Preoperative hemoglobin thresholds for survival equity in women and men.docx(679.63 KB)

文件总体积 679.63 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

Anemia affects humans throughout life, and is linked to higher morbidity and mortality. Unclear is whether hemoglobin values are equivalent between women and men. This study evaluates the association of preoperative hemoglobin levels with in-hospital mortality and estimates thresholds for survival equity between men and women. All adult patients undergoing surgery between 2010 and 2019 from 14 German hospitals were included in the study. Thresholds for survival equity were determined with generalized additive models. In total, 842,130 patients with a median in-hospital follow-up time of 7 days were analyzed. During follow-up 20,370 deaths occurred. Preoperative hemoglobin stratified in-hospital mortality (log-rank test p < 0.001) and was associated with mortality independently of demographic risk, surgical risk and health status. For each 1 g/dL reduction in preoperative hemoglobin, the odds of mortality increased by a factor of 1.22 (95% CI 1.21–1.23, p < 0.001). A preoperative hemoglobin threshold of 10.5 g/dL reflected equivalent risk for both male and female patients. Hemoglobin levels below 10.5 g/dL had higher risk of mortality for women than for men. The findings from this study aid evidence-based thresholds, inform anemia management and promote equitable care, thus enhancing patient outcomes.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fmed.2024.1334773.s002(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Preoperative_hemoglobin_thresholds_for_survival_equity_in_women_and_men_docx/25396918)。

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。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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