产后出血和新生儿窒息同伴辅助学习试验数据

数据集获取（Figshare）

• 源站标题：Data from the article “Peer-assisted learning after onsite, low-dose, high-frequency training and practice on simulators to prevent and treat postpartum hemorrhage and neonatal asphyxia: A pragmatic trial in 12 districts in Uganda”
• DOI：10.6084/m9.figshare.7406438.v2
• 发布日期：2018-11-30
• 文件数：14 个
• 文件总体积：2.08 MB
• 源站页面：https://figshare.com/articles/dataset/Data_from_the_article_Peer-assisted_learning_after_onsite_low-dose_high-frequency_training_and_practice_on_simulators_to_prevent_and_treat_postpartum_hemorrhage_and_neonatal_asphyxia_A_pragmatic_trial_in_12_districts_in_Uganda_/7406438

命令行下载

curl -L -o "Direct Clinical Observations (DCO).csv" "https://ndownloader.figshare.com/files/13703723"
curl -L -o "Direct Clinical Observations (DCO).sav" "https://ndownloader.figshare.com/files/13703729"
curl -L -o "Direct Clinical Observations (DCO).txt" "https://ndownloader.figshare.com/files/13703726"
curl -L -o "Objective Structured Clinical Examination (OSCE)_Helping Babies Breathe.csv" "https://ndownloader.figshare.com/files/13703732"
curl -L -o "Objective Structured Clinical Examination (OSCE)_Helping Babies Breathe.sav" "https://ndownloader.figshare.com/files/13703735"
curl -L -o "Objective Structured Clinical Examination (OSCE)_Helping Babies Breathe.txt" "https://ndownloader.figshare.com/files/13703738"
curl -L -o "Objective Structured Clinical Examination (OSCE)_Helping Mothers Survive.csv" "https://ndownloader.figshare.com/files/13703741"
curl -L -o "Objective Structured Clinical Examination (OSCE)_Helping Mothers Survive.sav" "https://ndownloader.figshare.com/files/13703744"

文件清单

• Direct Clinical Observations (DCO).csv（277.52 KB）
• Direct Clinical Observations (DCO).sav（1.11 MB）
• Direct Clinical Observations (DCO).txt（120.36 KB）
• Objective Structured Clinical Examination (OSCE)_Helping Babies Breathe.csv（24.57 KB）
• Objective Structured Clinical Examination (OSCE)_Helping Babies Breathe.sav（23.76 KB）
• Objective Structured Clinical Examination (OSCE)_Helping Babies Breathe.txt（27.22 KB）
• Objective Structured Clinical Examination (OSCE)_Helping Mothers Survive.csv（19.79 KB）
• Objective Structured Clinical Examination (OSCE)_Helping Mothers Survive.sav（16.20 KB）
• Objective Structured Clinical Examination (OSCE)_Helping Mothers Survive.txt（18.85 KB）
• Registry Data.csv（124.57 KB）
• Registry Data.sav（163.24 KB）
• Registry Data_CodeBook.txt（28.89 KB）
• Objective Structured Clinical Examination (OSCE)_Helping Babies Breathe_checklists_approved.docx（47.37 KB）
• Objective Structured Clinical Examination (OSCE)_Helping Mothers Survive_checklists revised 052714.doc（80.38 KB）

文件总体积 2.08 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

These data are from a pragmatic, cluster-randomized trial in 12 Ugandan districts
provided facility-based, team training for prevention and management of
postpartum hemorrhage and birth asphyxia at 125 facilities. Three approaches to
facilitating simulation-based, peer assisted learning were compared. The
primary outcome was the proportion of births

with uterotonic given within one minute of birth.
Outcomes were evaluated using observation of birth and supplemented by skills
assessments and service delivery data. Individual and composite variables were compared
across groups, using generalized

linear models.

许可

CC0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7406438.v2（source: https://figshare.com/articles/dataset/Data_from_the_article_Peer-assisted_learning_after_onsite_low-dose_high-frequency_training_and_practice_on_simulators_to_prevent_and_treat_postpartum_hemorrhage_and_neonatal_asphyxia_A_pragmatic_trial_in_12_districts_in_Uganda_/7406438）。