资源受限环境中学前儿童听力筛查转诊标准：方案回顾性比较

数据集获取（Figshare）

• 源站标题：Referral criteria for preschool hearing screening in resource-constrained settings: a retrospective comparison of protocols
• DOI：10.25403/UPresearchdata.13651361.v1
• 发布日期：2021-01-28
• 文件数：4 个
• 文件总体积：26.34 MB
• 源站页面：https://researchdata.up.ac.za/articles/dataset/Referral_criteria_for_preschool_hearing_screening_in_resource-constrained_settings_a_retrospective_comparison_of_protocols/13651361

命令行下载

curl -L -o "Dataset 1_Screening.xlsx" "https://ndownloader.figshare.com/files/26205173"
curl -L -o "Dataset 2_Final outcome.xlsx" "https://ndownloader.figshare.com/files/26205200"
curl -L -o "LinearRegression_duration.xlsx" "https://ndownloader.figshare.com/files/26205203"
curl -L -o "LogisticRegression_protocols.xlsx" "https://ndownloader.figshare.com/files/26205212"

文件清单

• Dataset 1_Screening.xlsx（20.44 MB）
• Dataset 2_Final outcome.xlsx（5.86 MB）
• LinearRegression_duration.xlsx（19.84 KB）
• LogisticRegression_protocols.xlsx（30.67 KB）

文件总体积 26.34 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

The dataset contains de-identified data from a community-based hearing screening programme where two different protocols were used to screen hearing. The first dataset contains data on protocol, gender, age, facility where screening occurred and the screening outcome. The second dataset contains data on gender, age, facility, protocol used and final outcome. The logistic regression model statistics, as well as a linear regression model are also attached. These evaluated the effect of protocol, gender and age on screening outcome and duration of screen.

许可

CC0

引用

学术使用请引用 DOI 10.25403/UPresearchdata.13651361.v1（source: https://researchdata.up.ac.za/articles/dataset/Referral_criteria_for_preschool_hearing_screening_in_resource-constrained_settings_a_retrospective_comparison_of_protocols/13651361）。