巴西产妇医院新生儿听力筛查项目概述

数据集获取（Figshare）

• 源站标题：Overview of newborn hearing screening programs in Brazilian maternity hospitals
• DOI：10.6084/m9.figshare.20014241.v1
• 发布日期：2022-06-07
• 文件数：2 个
• 文件总体积：31.74 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Overview_of_newborn_hearing_screening_programs_in_Brazilian_maternity_hospitals/20014241

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35664365"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35664368"

文件清单

• Table_1.xls（13.82 KB）
• Table_2.xls（17.92 KB）

文件总体积 31.74 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 has as its main objective the early identification of hearing loss in newborns and infants. In order to guarantee good results, quality indicators for newborn hearing screening programs are used as benchmarks. OBJECTIVE: To observe and describe the reality of national newborn hearing screening programs in Brazil, and to evaluate if they can be referred to as having quality indicators. METHODS: Integrative literature review in databases such as MEDLINE, LILACS, SciELO, and Google. RESULTS: 22 articles were analyzed in relation to newborn hearing screening coverage, the place and period newborn hearing screening was performed, initial results, referral to diagnostic procedures, loss to follow-up, and occurrence of hearing loss. CONCLUSION: Transient otoacoustic emissions were the most often used screening methodology. Coverage varied widely, and only a few maternity wards achieved 95% of the cases screened. Referral to diagnostic procedures was under 4%, but lack of adherence can be considered a barrier to successful follow-up. The occurrence of hearing loss ranged from 0% to 1.09%. The involvement of government, physicians, and society is necessary, so that the goals of newborn hearing screening can be achieved.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.20014241.v1（source: https://scielo.figshare.com/articles/dataset/Overview_of_newborn_hearing_screening_programs_in_Brazilian_maternity_hospitals/20014241）。