[HTML][HTML] The Role of Novel Digital Clinical Tools in the Screening or Diagnosis of Obstructive Sleep Apnea: Systematic Review

M Duarte, P Pereira-Rodrigues… - Journal of Medical Internet …, 2023 - jmir.org
Background Digital clinical tools are a new technology that can be used in the screening or
diagnosis of obstructive sleep apnea (OSA), notwithstanding the crucial role of …

AI-driven approaches for automatic detection of sleep apnea/hypopnea based on human physiological signals: a review

D Peng, L Sun, Q Zhou, Y Zhang - Health Information Science and …, 2025 - Springer
Sleep apnea/hypopnea is a sleep disorder characterized by repeated pauses in breathing
which could induce a series of health problems such as cardiovascular disease (CVD) and …

Deep Learning-Based Event Counting for Apnea-Hypopnea Index Estimation using Recursive Spiking Neural Networks

L Werthen-Brabants, Y Castillo-Escario… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Objective: To develop a novel method for improved screening of sleep apnea in home
environments, focusing on reliable estimation of the Apnea-Hypopnea Index (AHI) without …

Artificial Intelligence for Diagnosis of Obstructive Sleep Apnea

J May, RG Malkani - Current Pulmonology Reports, 2024 - Springer
Abstract Purpose of Review This review focuses on the different methodologies and artificial
intelligence (AI) technologies being utilized to improve rapid diagnosis of sleep disordered …

Fine-Grained Detection of Apnea-Hypopnea Events Based on Transformer Network in Audio Recordings

Y Huang, L Chen, Q Huang - 2023 8th International …, 2023 - ieeexplore.ieee.org
Sleep Apnea Hypopnea Syndrome (SAHS) is a common sleep disorder that affects
approximately 7% of adults worldwide. The clinical gold standard for diagnosis …