初级医疗中听力和语言监测：项目试点

数据集获取（Figshare）

• 源站标题：Monitoring of hearing and language in primary health care: project pilot
• DOI：10.6084/m9.figshare.5668780.v1
• 发布日期：2017-12-05
• 文件数：5 个
• 文件总体积：217.90 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Monitoring_of_hearing_and_language_in_primary_health_care_project_pilot/5668780

命令行下载

curl -L -o "1413-8123-csc-22-11-3599-gf01-en.jpg" "https://ndownloader.figshare.com/files/9904045"
curl -L -o "1413-8123-csc-22-11-3599-gf02-en.jpg" "https://ndownloader.figshare.com/files/9904051"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/9904054"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/9904060"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/9904063"

文件清单

• 1413-8123-csc-22-11-3599-gf01-en.jpg（123.95 KB）
• 1413-8123-csc-22-11-3599-gf02-en.jpg（77.06 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（5.63 KB）

文件总体积 217.90 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

Abstract This article analyzes the feasibility of implementing a program that monitors the hearing and language development in the first year of life. It is a prospective longitudinal study, in which 41 community health workers were invited to monitor, on a monthly basis, by means of a questionnaire validated earlier, the hearing and language of children born in their micro areas of expertise. Thirty-nine community health workers agreed to participate, with only two refusals. Five gave up participating. Twenty-six (66.66%) did not perform monitoring, seven (17.94%) monitored improperly and only six (15.38%) monitored properly. Just one child failed the quiz, who was forwarded to the hospital that conducted the auditory screening for retesting. These professionals’ high activity demand was considered the main reason for the difficulties encountered in this project. In addition, there is the difficulty to have contact with the Family Health Strategy teams, as well as the impossibility of permanent face-to-face discussions and the influence of the community health agents’ supervisors.

许可

CC BY-NC 3.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.5668780.v1（source: https://scielo.figshare.com/articles/dataset/Monitoring_of_hearing_and_language_in_primary_health_care_project_pilot/5668780）。