儿童阻塞性睡眠呼吸暂停进展：认知影响与AI在精准医学中的作用 Table 1

数据集获取（Figshare）

• 源站标题：Table 1_Advancements in pediatric obstructive sleep apnea: cognitive implications and the role of AI in precision medicine.docx
• DOI：10.3389/fmed.2025.1704504.s002
• 发布日期：2025-11-21
• 文件数：1 个
• 文件总体积：17.81 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Table_1_Advancements_in_pediatric_obstructive_sleep_apnea_cognitive_implications_and_the_role_of_AI_in_precision_medicine_docx/30673364

命令行下载

curl -L -o "Table 1_Advancements in pediatric obstructive sleep apnea: cognitive implications and the role of AI in precision medicine.docx" "https://ndownloader.figshare.com/files/59745284"

文件清单

• Table 1_Advancements in pediatric obstructive sleep apnea: cognitive implications and the role of AI in precision medicine.docx（17.81 KB）

文件总体积 17.81 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

BackgroundObstructive sleep apnea (OSA) in children is linked to cognitive impairment, which is further aggravated by fragmented sleep, intermittent hypoxia, and comorbid attention deficit hyperactivity disorder (ADHD), often resulting in poor academic performance, behavioral problems, and delayed neurodevelopment.
MethodsA bibliometric and scientometric analysis was conducted using Web of Science Core Collection (WoSCC) and Scopus databases (1983–2025). After exclusion of non-article records and duplicates, 1,610 studies were included. CiteSpace, VOSviewer, and the R-based Bibliometrix package were employed to analyze publication trends, authorship, institutional collaborations, co-citations, and keyword evolution.
ResultsSince 2010, scholarly attention to pediatric obstructive sleep apnea and its cognitive implications has grown rapidly, with research output increasing at an annual rate of 11.96%. The United States, China, and several European countries stand out as major contributors, both in terms of publications and international collaboration. Prominent academic centers—such as Harvard University, the University of Michigan, and the University of Chicago—serve as key institutional hubs. Among the most influential contributors to the field are David Gozal and Leila Kheirandish-Gozal, while leading journals include Sleep Medicine and the Journal of Clinical Sleep Medicine. Keyword mapping highlights the central focus on “obstructive sleep apnea,” “children,” and “sleep-disordered breathing,” alongside diagnostic and treatment terms such as “polysomnography” and “adenotonsillectomy.” Notably, there is growing emphasis on cognitive and behavioral aspects, including “cognition,” “behavior,” and “ADHD,” as well as comorbidities like “obesity” and “Down syndrome.” Recent clusters underscore advances in artificial intelligence (AI) and machine learning (ML) based models using oximetry, electrocardiogram (ECG), and acoustic data, enabling early detection and supporting precision medicine approaches.
ConclusionThe relationship between pediatric obstructive sleep apnea and neurocognitive development has gained significant attention, with recent research focusing on c

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fmed.2025.1704504.s002（source: https://frontiersin.figshare.com/articles/dataset/Table_1_Advancements_in_pediatric_obstructive_sleep_apnea_cognitive_implications_and_the_role_of_AI_in_precision_medicine_docx/30673364）。