Steno REACH临床糖尿病护理证书课程影响评估数据收集工具

马来西亚糖尿病护理培训影响评估的定量与定性数据收集工具集。

Figshare
2020-01-29 更新
浏览 20
文本DiabetesPrimary CareEducationmalaysiamixed methodsPrimary Health Care
Data collection tools for Impact evaluation of the Steno REACH Certificate Course in Clinical Diabetes Care for health care providers in Malaysia

基本信息

模态
文本
大小
0.000762474 GB
许可
CC BY 4.0
创建/更新时间
2020-01-29
版本
v2

资源简介

Steno REACH临床糖尿病护理证书课程影响评估数据收集工具

【数据集背景】

本数据集源站标题为《Data collection tools for Impact evaluation of the Steno REACH Certificate Course in Clinical Diabetes Care for health care providers in Malaysia》。项目资助方:Novo Nordisk Foundation。源站首次发布:2020-01-29。

【数据内容】

源站原始描述:The data collection tools included here are:Quantitative tools: OSCE examination guidelines and scoring rubrics for all the OSCE stations, for both doctors and nurses. Qualitative tools: Interview guides for doctors and nurses, Family Medicine Specialists, and patients. For the doctors, nurses and Family Medicine Specialists, the guides were different for pre- and post-intervention. For patients, the same guide was used. An observation formats was used to observe the clinical practice of doctors…

【数据结构与技术规格】

文件数 23 个,合计 762.47 KB。OSCE Doctors_Station 1_Examiner Copy.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,30.49 KB。OSCE Doctors_Station 2_Examiner Copy.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,29.41 KB。OSCE Doctors_Station 3_Examiner Copy.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,38.53 KB。数据集 DOI:10.6084/m9.figshare.11764146.v2。

【主题与分类】

源站学科分类:Primary health care。主题标签:Diabetes、Primary Care、Education、malaysia、mixed methods、Primary Health Care。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://figshare.com/articles/dataset/OSCE_Guidelines_for_the_Steno_REACH_Certificate_Course_in_Clinical_Diabetes_Care/11764146

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

规范引用:Mustapha, Feisul; Calopietro, Michael; Nielsen, Karoline Kragelund; Aagaard-Hansen, Jens; Lim, Shiang Cheng; Bjerre-Christensen, Ulla (2020). Data collection tools for Impact evaluation of the Steno REACH Certificate Course in Clinical Diabetes Care for health care providers in Malaysia. figshare. D…

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 "OSCE Doctors_Station 1_Examiner Copy.docx" "https://ndownloader.figshare.com/files/21448500"
curl -L -o "OSCE Doctors_Station 2_Examiner Copy.docx" "https://ndownloader.figshare.com/files/21448503"
curl -L -o "OSCE Doctors_Station 3_Examiner Copy.docx" "https://ndownloader.figshare.com/files/21448506"
curl -L -o "OSCE Doctors_Station 4_Examiner Copy.docx" "https://ndownloader.figshare.com/files/21448509"
curl -L -o "OSCE Doctors_Station 5_Examiner Copy.docx" "https://ndownloader.figshare.com/files/21448512"
curl -L -o "OSCE Doctors_Station 6_Examiner Copy.docx" "https://ndownloader.figshare.com/files/21448515"
curl -L -o "OSCE Doctors_Station 7_Examiner Copy.docx" "https://ndownloader.figshare.com/files/21448518"
curl -L -o "OSCE Doctors_ Station 8_Examiner Copy.docx" "https://ndownloader.figshare.com/files/21448521"

文件清单

  • OSCE Doctors_Station 1_Examiner Copy.docx(30.49 KB)
  • OSCE Doctors_Station 2_Examiner Copy.docx(29.41 KB)
  • OSCE Doctors_Station 3_Examiner Copy.docx(38.53 KB)
  • OSCE Doctors_Station 4_Examiner Copy.docx(39.59 KB)
  • OSCE Doctors_Station 5_Examiner Copy.docx(33.29 KB)
  • OSCE Doctors_Station 6_Examiner Copy.docx(31.82 KB)
  • OSCE Doctors_Station 7_Examiner Copy.docx(35.33 KB)
  • OSCE Doctors_ Station 8_Examiner Copy.docx(33.03 KB)
  • OSCE Doctors_Station 9_Examiner Copy.docx(35.82 KB)
  • OSCE Station 1 Nurse - Examiner copy.docx(37.14 KB)
  • OSCE Station 2 Nurse - Examiner copy.docx(38.71 KB)
  • OSCE Station 3 Nurse - Examiner Copy.docx(37.63 KB)
  • OSCE Station 4 Nurse - Examiner copy.docx(37.60 KB)
  • OSCE Station 5 Nurses - Examiner Copy.docx(39.23 KB)
  • OSCE Station 6 Nurse - Examiner Copy.docx(41.21 KB)
  • OSCE Station 7_Nurse - Examiner Copy.docx(36.49 KB)
  • OSCE Station 8 Nurse - Examiner Copy.docx(39.45 KB)
  • Pre- and post-intervention interview guide, patients.docx(21.83 KB)
  • Pre-intervention interview guide, doctors and nurses.docx(27.33 KB)
  • Pre-intervention interview guide, FMS.docx(25.50 KB)

文件总体积 762.47 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

The data collection tools included here are:Quantitative tools:
OSCE examination guidelines and scoring rubrics for all the OSCE stations, for both doctors and nurses.
Qualitative tools:
Interview guides for doctors and nurses, Family Medicine Specialists, and patients. For the doctors, nurses and Family Medicine Specialists, the guides were different for pre- and post-intervention. For patients, the same guide was used.
An observation formats was used to observe the clinical practice of doctors and nurses, the same format pre- and post-intervention.
Another observation format was used for the assessment of the clinical environment

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.11764146.v2(source: https://figshare.com/articles/dataset/OSCE_Guidelines_for_the_Steno_REACH_Certificate_Course_in_Clinical_Diabetes_Care/11764146)。

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。