新生儿听力筛查服务质量指标

数据集获取（Figshare）

• 源站标题：Quality indicators in a newborn hearing screening service
• DOI：10.6084/m9.figshare.20014352.v1
• 发布日期：2022-06-07
• 文件数：8 个
• 文件总体积：129.31 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Quality_indicators_in_a_newborn_hearing_screening_service/20014352

命令行下载

curl -L -o "12fc1f29a0d83d247564ff134b217e2b44ce448c.jpg" "https://ndownloader.figshare.com/files/35666018"
curl -L -o "7e660eb07252ab4d7490dafc54fe9cb6718d3d0c.jpg" "https://ndownloader.figshare.com/files/35666021"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35666024"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35666027"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/35666030"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/35666033"
curl -L -o "Table_5.xls" "https://ndownloader.figshare.com/files/35666036"
curl -L -o "Table_6.xls" "https://ndownloader.figshare.com/files/35666039"

文件清单

• 12fc1f29a0d83d247564ff134b217e2b44ce448c.jpg（40.90 KB）
• 7e660eb07252ab4d7490dafc54fe9cb6718d3d0c.jpg（54.62 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（5.63 KB）
• Table_4.xls（5.63 KB）
• Table_5.xls（5.63 KB）
• Table_6.xls（5.63 KB）

文件总体积 129.31 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

INTRODUCTION: Newborn hearing screening (NHS) programs are implemented across the globe to detect early hearing impairment. In order to meet this objective, the quality of these programs should be monitored using internationally recognized indicators. OBJECTIVE: To evaluate a newborn hearing screening service (NHSS) using international quality indicators. METHODS: A retrospective cohort study on the NHSS of Minas Gerais was conducted, analyzing the services performed between 2010 and 2011. Results were analyzed according to criteria from the American Academy of Pediatrics and the Joint Committee on Infant Hearing. RESULTS: This study assessed 6987 children. The proportions of cases that were referred for a retest, that followed through with retest, and that were referred for diagnosis were 8.0%, 71.9%, and 2.1%, respectively. The proportion of assessed newborn children in the first 30 days of life in this study was 65%. The median age of those children who failed both the NHS and the retest was significantly higher than the other children. The chance of a child with a hearing impairment risk indicator to fail the NHS was 2.4 times higher than of those without a risk indicator. CONCLUSION: NHSS achieved three of four evaluated indicators. Despite this, it is still necessary to perform NHS earlier and to ensure that the subsequent steps are followed.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.20014352.v1（source: https://scielo.figshare.com/articles/dataset/Quality_indicators_in_a_newborn_hearing_screening_service/20014352）。