2型糖尿病患者胰岛素启动延迟：挪威全科医疗实践洞察数据集

数据集获取（Figshare）

• 源站标题：Insulin initiation in patients with type 2 diabetes is often delayed, but access to a diabetes nurse may help—insights from Norwegian general practice
• DOI：10.6084/m9.figshare.24877344.v2
• 发布日期：2024-02-07
• 文件数：2 个
• 文件总体积：3.43 MB
• 源站页面：https://tandf.figshare.com/articles/dataset/Insulin_initiation_in_patients_with_type_2_diabetes_is_often_delayed_but_access_to_a_diabetes_nurse_may_help_insights_from_Norwegian_general_practice/24877344

命令行下载

curl -L -o "ipri_a_2296118_sm7052.docx" "https://ndownloader.figshare.com/files/44446388"
curl -L -o "ipri_a_2296118_sm7051.docx" "https://ndownloader.figshare.com/files/44446391"

文件清单

• ipri_a_2296118_sm7052.docx（2.25 MB）
• ipri_a_2296118_sm7051.docx（1.18 MB）

文件总体积 3.43 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

Objective: We opted to study how support staff operational capacity and diabetes competences may impact the timeliness of basal insulin-initiation in general practice patients with type 2 diabetes (T2D).
Design/Setting/Outcomes: This was an observational and retrospective study on Norwegian primary care patients with T2D included from the ROSA4-dataset. Exposures were (1) support staff size, (2) staff size relative to number of GPs, (3) clinic access to a diabetes nurse and (4) share of staff with diabetes course (1 and 2 both relate to staff operational capacity, whereas 3 and 4 are both indicatory of staff diabetes competences). Outcomes were ‘timely basal insulin-initiation’ (primary) and ‘attainment of HbA1cSubjects: Insulin naïve patients with ‘timely’ (N = 294), ‘postponed’ (N = 219) or ‘no need of’ (N = 3,781) basal insulin-initiation, respectively.
Results: HbA1c [median (IQR)] increased to 8.8% (IQR, 8.0, 10.2) prior to basal insulin-initiation, which reduced HbA1c to 7.3 (6.8–8.1) % by which only 35% of the subjects reached HbA1c Conclusion: In Norwegian general practice, insulin initiation in people with T2D may be affected by therapeutic inertia but access to a diabetes nurse may help facilitating more timely insulin start-up.

In patients with type 2 diabetes (T2D) cared for by their general practice physician (GP), insulin therapy was susceptible to therapeutic inertia.
In Norwegian general practice, chance of timely basal insulin-initiation was found more than two-fold higher if the GP had access to a diabetes nurse.
In contrast, the timeliness of basal insulin-initiation in general practice patients with T2D seemed unaffected by share of support staff with diabetes course and by factors indicatory of support staff overall operational capacity.
In Norwegian general practice, a diabetes nurse seems to offer unique clinical benefits to the care of insulin treated patients with T2D.

In patients with type 2 diabetes (T2D) cared for by their general practice physician (GP), insulin therapy was susceptible to therapeutic inertia.
In Norwegian general practice, chance of timely basal insulin-initiation was found more than two-fold higher if the GP

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.24877344.v2（source: https://tandf.figshare.com/articles/dataset/Insulin_initiation_in_patients_with_type_2_diabetes_is_often_delayed_but_access_to_a_diabetes_nurse_may_help_insights_from_Norwegian_general_practice/24877344）。