糖尿病酮症酸中毒住院患者住院时长、再入院和复发的临床与生化决定因素

糖尿病酮症酸中毒住院患者的临床与生化数据,用于预测住院时长、再入院和复发。

Taylor & FrancisTaylor & Francis
DataCite Commons
2024-09-26 更新
浏览 9
表格Diabetic ketoacidosisDKAtype 1 diabetestype 2 diabeteslength of stayrecurrencereadmission
Clinical and biochemical determinants of length of stay, readmission and recurrence in patients admitted with diabetic ketoacidosis

基本信息

模态
表格
大小
0.000172111 GB
许可
CC BY 4.0
创建/更新时间
2024-09-26
版本
v2

资源简介

糖尿病酮症酸中毒住院患者住院时长、再入院和复发的临床与生化决定因素

【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 172.11 KB,主题涵盖 Diabetic ketoacidosis、DKA、type 1 diabetes、type 2 diabetes、length of stay,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《Clinical and biochemical determinants of length of stay, readmission and recurrence in patients admitted with diabetic ketoacidosis》。配套论文《Clinical and biochemical determinants of length of stay, readmission and recurrence in patients admitted with diabetic ketoacidosis》发表于 Annals of Medicine(2023),DOI:10.1080/07853890.2023.2175031。项目资助方:The publication of this article was funded by the Qatar National Library.。源站首次发布:2024-09-26。

【数据内容】

源站原始描述:The increasing prevalence of diabetic ketoacidosis (DKA) related admissions poses a significant burden on the healthcare systems globally. However, data regarding the predictors of healthcare resource utilization in DKA is limited and inconsistent. This study aimed to identify key predictors of hospital length of stay (LOS), readmission and recurrent DKA episodes. We undertook a retrospective cross-sectional analysis of all DKA admissions from 2015 to 2021 across four hospitals in Qatar. The pri…

【数据结构与技术规格】

文件数 2 个,合计 172.11 KB。iann_a_2175031_sm3429.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,44.23 KB。iann_a_2175031_sm3428.pdf:application/pdf,127.88 KB。数据集 DOI:10.6084/m9.figshare.22022944.v2。

【主题与分类】

源站学科分类:Medicine、Chemical Sciences not elsewhere classified、Biological Sciences not elsewhere classified、Developmental Biology、Science Policy、Virology。主题标签:Diabetic ketoacidosis、DKA、type 1 diabetes、type 2 diabetes、length of stay、recurrence、readmission。

【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/Clinical_and_biochemical_determinants_of_length_of_stay_readmission_and_recurrence_in_patients_admitted_with_diabetic_ketoacidosis/22022944

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

规范引用:Clinical and biochemical determinants of length of stay, readmission and recurrence in patients admitted with diabetic ketoacidosis. Taylor & Francis. Ata, Fateen; Khan, Adeel Ahmad; Khamees, Ibrahim; Iqbal, Phool; Yousaf, Zohaib; Mohammed, Bayan Z. M.; et al

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。

帮我联系

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

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。

免费样本无法满足模型训练要求?千方提供经三甲医院脱敏、带病理回证与专家标注的商业级专病数据集。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "iann_a_2175031_sm3429.docx" "https://ndownloader.figshare.com/files/39091033"
curl -L -o "iann_a_2175031_sm3428.pdf" "https://ndownloader.figshare.com/files/39091036"

文件清单

  • iann_a_2175031_sm3429.docx(44.23 KB)
  • iann_a_2175031_sm3428.pdf(127.88 KB)

文件总体积 172.11 KB(源站 API 实测)。

数据说明

The increasing prevalence of diabetic ketoacidosis (DKA) related admissions poses a significant burden on the healthcare systems globally. However, data regarding the predictors of healthcare resource utilization in DKA is limited and inconsistent. This study aimed to identify key predictors of hospital length of stay (LOS), readmission and recurrent DKA episodes.
We undertook a retrospective cross-sectional analysis of all DKA admissions from 2015 to 2021 across four hospitals in Qatar. The primary outcomes were the length of stay (LOS), 90-day readmission and 6-month and 1-year DKA recurrence.
We included 922 patients with a median age of 35 years (25–45). 62% were males with type-1 diabetes-mellitus (T1DM) and type-2 DM (T2DM), present in 52% and 48% of patients. The median LOS was 2.6 days (IQR 1.1–4.8), and the median DKA resolution time was 18 h (10.5–29). Male-gender, new-onset DM, higher Charlson Comorbidity Index (CCI), lower haemoglobin, sodium and potassium, higher urea, longer DKA duration and MICU admission predicted a longer LOS in a multivariate regression analysis. None of the factors were significantly associated with 90-day readmission. Patients with pre-existing T1DM were more likely to have a six-month DKA recurrence than pre-existing T2DM. Patients with a 6-month DKA recurrence, female gender and T1DM had higher odds of 12-month recurrence, whereas a consult with a diabetes educator at the index admission was associated with decreased odds of recurrence.
This is the most extensive study from the Middle-East region reporting on LOS, readmissions and the recurrence of DKA. Results from this study with a diverse population may be valuable for physicians and healthcare systems to decrease the diabetes-related healthcare burden in DKA patients.

This study showed that the hospital length of stay and recurrent episodes can be predicted in patients with diabetic ketoacidosis (DKA).
Multimorbidity, male gender, newly developed T2DM, anaemia, hyponatremia, hypokalaemia, high urea levels and intensive care can predict LOS in DKA patients.
DKA recurrence at 6 and 12 months is higher in females, younger age, non-obese patients, poor insulin complian

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.22022944.v2(source: https://tandf.figshare.com/articles/dataset/Clinical_and_biochemical_determinants_of_length_of_stay_readmission_and_recurrence_in_patients_admitted_with_diabetic_ketoacidosis/22022944)。

需要用于商业化训练或医疗器械注册(NMPA/FDA)?

公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连,提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。