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Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea

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Artificial intelligence in obstructive sleep apnea: A bibliometric analysis.

Xing An¹, Jie Zhou¹, Qiang Xu²

¹Clinical Medical College, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.

|March 24, 2025

Summary

This summary is machine-generated.

Artificial intelligence (AI) is increasingly used in obstructive sleep apnea (OSA) research, with significant growth observed since 2017. Future applications will focus on diagnosis, personalized treatment, and management, enhancing sleep health outcomes.

Keywords:

Artificial intelligence bibliometric analysis deep learning machine learning obstructive sleep apnea

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Area of Science:

Bibliometric analysis
Sleep medicine
Artificial intelligence

Background:

Obstructive sleep apnea (OSA) is a prevalent condition requiring advanced diagnostic and management strategies.
Artificial intelligence (AI) offers novel approaches to understanding and treating OSA.

Purpose of the Study:

To conduct a bibliometric analysis of AI applications in OSA research.
To explore current trends, key contributors, and future directions in AI for OSA.

Main Methods:

Bibliometric analysis of 867 articles from Web of Science (2011-2024).
Utilized VOSviewer and Citespace for visualization of countries, institutions, authors, and keywords.
Descriptive analysis performed using Microsoft Excel 2021.

Main Results:

Publication numbers increased significantly after 2017.
China led in publications; Universidad de Valladolid and IEEE Journal of Biomedical and Health Informatics were most productive.
Dominant keywords included OSA, machine learning, Electrocardiography, and deep learning.

Conclusions:

AI, especially deep learning, is crucial for OSA diagnosis, treatment, and management.
Future research should prioritize international collaboration and interdisciplinary communication.
AI advancements promise more precise, convenient, and personalized sleep health services.