圣保罗州低风险妇产医院新生儿听力筛查数据集

数据集获取（Figshare）

• 源站标题：Neonatal hearing screening in a low-risk maternity hospital in São Paulo state
• DOI：10.6084/m9.figshare.20014421.v1
• 发布日期：2022-06-07
• 文件数：6 个
• 文件总体积：89.99 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Neonatal_hearing_screening_in_a_low-risk_maternity_hospital_in_S_o_Paulo_state/20014421

命令行下载

curl -L -o "2da70637d8f8cf7a23c07fdfa60c05fadaadbe90.jpg" "https://ndownloader.figshare.com/files/35666714"
curl -L -o "92cdff73aba9f7dddaa1e7b1e1fef4a20356dd82.jpg" "https://ndownloader.figshare.com/files/35666717"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35666720"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35666723"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/35666726"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/35666729"

文件清单

• 2da70637d8f8cf7a23c07fdfa60c05fadaadbe90.jpg（27.08 KB）
• 92cdff73aba9f7dddaa1e7b1e1fef4a20356dd82.jpg（36.28 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（9.73 KB）
• Table_3.xls（5.63 KB）
• Table_4.xls（5.63 KB）

文件总体积 89.99 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 INTRODUCTION: The literature indicates that neonatal hearing screening should be universal, so a description of programs that adopt this recommendation is relevant. OBJECTIVE: To describe the results of newborn hearing screening and the profile of mothers and newborns attended to in a low-risk maternity setting, and to correlate the characteristics of this population with the results of transient evoked otoacoustic emissions. METHODS: A contemporary cross-sectional cohort study. The sample consisted of 670 infants and the procedures performed were audiological history, transient-evoked otoacoustic emissions (TEOAE), distortion product-evoked otoacoustic emissions (DPEOAE), and automated-brainstem auditory evoked potential (ABSAEP). RESULTS: The rate of success in this program was 98.5%, the failure rate was 0.62%, and that of non-attendance to finalize the diagnostic process, 0.93%. When correlating the variables studied with the results of transient evoked otoacoustic emissions, there was a significant negative correlation only for age of infant. CONCLUSION: The program of this maternity hospital was effective and complies with national and international recommendations. The population consisted of young mothers with few pregnancy complications and healthy infants. The only variable that influenced transient evoked otoacoustic emission results, after hospital discharge, was the age at which infants were evaluated.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.20014421.v1（source: https://scielo.figshare.com/articles/dataset/Neonatal_hearing_screening_in_a_low-risk_maternity_hospital_in_S_o_Paulo_state/20014421）。