女性与男性生存公平性的术前血红蛋白阈值数据集
基于842,130例德国手术患者数据,通过广义加性模型确定术前血红蛋白阈值以实现男女生存公平,用于贫血管理。

基本信息
资源简介
女性与男性生存公平性的术前血红蛋白阈值数据集
【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 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:2024-11-15。
【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…
中文译文(机器翻译,仅供快速理解,请以原文为准):贫血影响人的一生,并与更高的发病率和死亡率相关。尚不清楚女性和男性的血红蛋白值是否等同。本研究评估术前血红蛋白水平与院内死亡率的相关性,并估算男女之间生存公平的阈值。研究纳入2010年至2019年间来自14家德国医院的所有接受手术的成年患者。使用广义相加模型确定生存公平阈值。共分析了842,130例患者,院内随访时间中位数为7天。随访期间发生20,370例死亡。术前血红蛋白对院内死亡率具有分层作用(对数秩检验 p < 0.001),且其与死亡率的相关性独立于人口学风险、手术风险和健康状况。术前血红蛋白每降低1 g/dL,死亡比值增加1.22倍(95% CI 1.21–1.23,p < 0.001)。术前血红蛋白阈值为10.5 g/dL时,男女患者的风险相当。血红蛋白水平低于10.5 g/dL
【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/27757365
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
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:Table_1_Preoperative hemoglobin thresholds for survival equity in women and men.docx
- DOI:10.3389/fmed.2024.1334773.s002
- 发布日期:2024-11-15
- 文件数:1 个
- 文件总体积:679.63 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Preoperative_hemoglobin_thresholds_for_survival_equity_in_women_and_men_docx/27757365
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/50520603"
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/27757365)。
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