新生儿听力筛查项目逻辑模型的开发与验证

数据集获取（Figshare）

• 源站标题：Development and validation of the Logical Model of the Neonatal Hearing Screening Program
• DOI：10.6084/m9.figshare.14306087.v1
• 发布日期：2021-03-25
• 文件数：2 个
• 文件总体积：3.99 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/Development_and_validation_of_the_Logical_Model_of_the_Neonatal_Hearing_Screening_Program/14306087

命令行下载

curl -L -o "1982-0216-rcefac-22-04-e14019-gf1.jpg" "https://ndownloader.figshare.com/files/27219092"
curl -L -o "1982-0216-rcefac-22-04-e14019-gf2.jpg" "https://ndownloader.figshare.com/files/27219098"

文件清单

• 1982-0216-rcefac-22-04-e14019-gf1.jpg（718.91 KB）
• 1982-0216-rcefac-22-04-e14019-gf2.jpg（3.27 MB）

文件总体积 3.99 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

ABSTRACT Purpose: to develop and validate the logical model of the Neonatal Hearing Screening Program in the hearing health network. Methods: a methodological developmental research aimed to build the logical model of the Neonatal Hearing Screening Program and validate its content through a “consensus conference”. The research was carried out in three stages: 1) Literature review, analysis of the normative documents, and official recommendations regarding the Neonatal Hearing Screening; 2) Development of the logical model; 3) Validation of the logical model through rounds of consultation with specialists. Results: based on the documentary analysis, the logical model was designed in three dimensions: (1) Education in Hearing Health, (2) Neonatal Hearing Screening, and (3) Administration. It was validated based on the judgment of specialists in the field. After the validation process, three variables in the “process” and one in the “structure” aspects, were adjusted, whereas another two aspects in “process” were excluded. Conclusion: the logical model presented the dimensions, activities, and results of the Neonatal Hearing Screening Program in practical and clear terms. Hence, it is useful not only to communicate and announce its results, but also to offer support to future evaluative research in the field of neonatal hearing health.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14306087.v1（source: https://scielo.figshare.com/articles/dataset/Development_and_validation_of_the_Logical_Model_of_the_Neonatal_Hearing_Screening_Program/14306087）。